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Udacity | Computer Vision Nanodegree v4.0.0 | Nanodegree Program [FCO]
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Udacity | Computer Vision Nanodegree v4.0.0 | Nanodegree Program [FCO] (Size: 2.66 GB)
| 0. Websites you may like | |||
| 0. (1Hack.Us) Premium Tutorials-Guides-Articles _ Community based Forum.url | 377 B | ||
| 1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url | 286 B | ||
| 3. (FTUApps.com) Download Cracked Developers Applications For Free.url | 239 B | ||
| How you can help our Group!.txt | 208 B | ||
| Part 01-Module 01-Lesson 01_Welcome to Computer Vision | |||
| 01. 1 HS Welcome To Computer Vision V2Demo1 V2-9s-gm2ZvODI.en.vtt | 1.9 KB | ||
| 01. 1 HS Welcome To Computer Vision V2Demo1 V2-9s-gm2ZvODI.mp4 | 4.97 MB | ||
| 01. 1 HS Welcome To Computer Vision V2Demo1 V2-9s-gm2ZvODI.zh-CN.vtt | 1.77 KB | ||
| 01. Welcome to the Computer Vision Nanodegree Program.html | 7.73 KB | ||
| 02. 2 HSA Computer Vision In Industry V3 Demo02 V3-_8be3GdqfqU.en.vtt | 2.23 KB | ||
| 02. 2 HSA Computer Vision In Industry V3 Demo02 V3-_8be3GdqfqU.mp4 | 5.47 MB | ||
| 02. 2 HSA Computer Vision In Industry V3 Demo02 V3-_8be3GdqfqU.zh-CN.vtt | 2.02 KB | ||
| 02. Computer Vision in Industry.html | 9.42 KB | ||
| 03. 3 HSA Course Outline V3 Demo01 1 V3-INMNyJGB2DI.en.vtt | 2.28 KB | ||
| 03. 3 HSA Course Outline V3 Demo01 1 V3-INMNyJGB2DI.mp4 | 5.65 MB | ||
| 03. 3 HSA Course Outline V3 Demo01 1 V3-INMNyJGB2DI.zh-CN.vtt | 2.01 KB | ||
| 03. Course Outline.html | 6.25 KB | ||
| 04. Projects and Topics.html | 9.39 KB | ||
| 05. Meet Danny Shapiro At Nvidia-wm1aZZvF6Is.en.vtt | 6.07 KB | ||
| 05. Meet Danny Shapiro At Nvidia-wm1aZZvF6Is.mp4 | 18.8 MB | ||
| 05. Meet Danny Shapiro At Nvidia-wm1aZZvF6Is.zh-CN.vtt | 5.6 KB | ||
| 05. Partnership with Industry.html | 7.65 KB | ||
| 06. 4 HSA Learning In The Classroom V3 Demov1 V3-KN_SROb6SnM.en.vtt | 3.8 KB | ||
| 06. 4 HSA Learning In The Classroom V3 Demov1 V3-KN_SROb6SnM.mp4 | 7.59 MB | ||
| 06. 4 HSA Learning In The Classroom V3 Demov1 V3-KN_SROb6SnM.zh-CN.vtt | 3.39 KB | ||
| 06. Learning in the Classroom.html | 7.08 KB | ||
| 07. Community Guidelines.html | 8.79 KB | ||
| 08. Moving Forward V4-E35QVmp1f2k.en.vtt | 736 B | ||
| 08. Moving Forward V4-E35QVmp1f2k.mp4 | 1.43 MB | ||
| 08. Moving Forward V4-E35QVmp1f2k.zh-CN.vtt | 688 B | ||
| 08. Moving Forward!.html | 6.66 KB | ||
| 09. Access the Career Portal.html | 8.5 KB | ||
| img.zip | 7.92 MB | ||
| index.html | 4.83 KB | ||
| Part 01-Module 01-Lesson 02_Knowledge, Community, and Careers | |||
| 01. Getting Help.html | 7.29 KB | ||
| 02. Knowledge.html | 12.19 KB | ||
| 03. Student Hub.html | 8.58 KB | ||
| 04. Community Initiatives.html | 7.85 KB | ||
| 05. Access the Career Portal.html | 7.97 KB | ||
| img.zip | 7.42 MB | ||
| index.html | 4.42 KB | ||
| Part 01-Module 01-Lesson 03_Get Help with Your Account | |||
| 01. FAQ.html | 6.12 KB | ||
| 02. Support.html | 5.62 KB | ||
| img.zip | 2.22 MB | ||
| index.html | 4.15 KB | ||
| Part 01-Module 01-Lesson 04_Image Representation _ Classification | |||
| 01. 01 Pattern Recognition V1-cX5EE1WEqhY.en.vtt | 1.36 KB | ||
| 01. 01 Pattern Recognition V1-cX5EE1WEqhY.mp4 | 3.51 MB | ||
| 01. 01 Pattern Recognition V1-cX5EE1WEqhY.zh-CN.vtt | 1.23 KB | ||
| 01. Intro to Pattern Recognition.html | 10.07 KB | ||
| 02. 05. Emotional Intelligence-D_LzJsJH5qk.en.vtt | 2.3 KB | ||
| 02. 05. Emotional Intelligence-D_LzJsJH5qk.mp4 | 6.3 MB | ||
| 02. 05. Emotional Intelligence-D_LzJsJH5qk.zh-CN.vtt | 2.02 KB | ||
| 02. Emotional Intelligence.html | 10.03 KB | ||
| 03. 08. Computer Vision Pipeline-64hFcqhnNow.en.vtt | 1.69 KB | ||
| 03. 08. Computer Vision Pipeline-64hFcqhnNow.mp4 | 3.47 MB | ||
| 03. 08. Computer Vision Pipeline-64hFcqhnNow.zh-CN.vtt | 1.51 KB | ||
| 03. Computer Vision Pipeline.html | 12.25 KB | ||
| 04. 09. Training a Model-m4GVfwVkj74.en.vtt | 2.98 KB | ||
| 04. 09. Training a Model-m4GVfwVkj74.mp4 | 8.01 MB | ||
| 04. 09. Training a Model-m4GVfwVkj74.zh-CN.vtt | 2.59 KB | ||
| 04. Training a Model.html | 11.25 KB | ||
| 05. Separating Data.html | 14.07 KB | ||
| 06. AffdexMe Demo-dpFtXDqakvY.en.vtt | 1.91 KB | ||
| 06. AffdexMe Demo-dpFtXDqakvY.mp4 | 13.96 MB | ||
| 06. AffdexMe Demo-dpFtXDqakvY.zh-CN.vtt | 1.64 KB | ||
| 06. AffdexMe Demo.html | 9.14 KB | ||
| 07. Image Formation-6ZVnQYzfpis.en.vtt | 2.52 KB | ||
| 07. Image Formation-6ZVnQYzfpis.mp4 | 4.42 MB | ||
| 07. Image Formation-6ZVnQYzfpis.zh-CN.vtt | 2.25 KB | ||
| 07. Image Formation.html | 8.76 KB | ||
| 08. Images as Grids of Pixels-RVNiaZuv6Ss.en.vtt | 6.98 KB | ||
| 08. Images as Grids of Pixels-RVNiaZuv6Ss.mp4 | 22.58 MB | ||
| 08. Images as Grids of Pixels-RVNiaZuv6Ss.zh-CN.vtt | 6.28 KB | ||
| 08. Images as Grids of Pixels.html | 9.56 KB | ||
| 09. Notebook Images as Numerical Data.html | 9.34 KB | ||
| 10. Color Images--XbXiiGQ9gw.en.vtt | 2.89 KB | ||
| 10. Color Images--XbXiiGQ9gw.mp4 | 9.6 MB | ||
| 10. Color Images--XbXiiGQ9gw.zh-CN.vtt | 2.49 KB | ||
| 10. Color Images.html | 10.15 KB | ||
| 11. Color or Grayscale.html | 9.8 KB | ||
| 12. Notebook Visualizing RGB Channels.html | 9.34 KB | ||
| 13. Color Thresholds-08ZlYZJaiUg.en.vtt | 1.77 KB | ||
| 13. Color Thresholds-08ZlYZJaiUg.mp4 | 7.54 MB | ||
| 13. Color Thresholds-08ZlYZJaiUg.zh-CN.vtt | 1.65 KB | ||
| 13. Color Thresholds.html | 8.76 KB | ||
| 14. Coding A Blue Screen-jeeDryFxodk.en.vtt | 11.2 KB | ||
| 14. Coding A Blue Screen-jeeDryFxodk.mp4 | 11.4 MB | ||
| 14. Coding A Blue Screen-jeeDryFxodk.zh-CN.vtt | 10.34 KB | ||
| 14. Coding a Blue Screen.html | 10.47 KB | ||
| 15. Notebook Blue Screen.html | 9.31 KB | ||
| 16. Notebook Green Screen.html | 9.32 KB | ||
| 17. Color Spaces and Transforms-B350aJVSsFc.en.vtt | 7.52 KB | ||
| 17. Color Spaces and Transforms-B350aJVSsFc.mp4 | 9.9 MB | ||
| 17. Color Spaces and Transforms-B350aJVSsFc.zh-CN.vtt | 6.87 KB | ||
| 17. Color Spaces and Transforms.html | 9.34 KB | ||
| 18. Notebook Color Conversion.html | 9.34 KB | ||
| 19. Day and Night Classification Challenge.html | 10.17 KB | ||
| 20. Notebook Load and Visualize the Data.html | 9.36 KB | ||
| 21. Labeled Data and Accuracy-FN96OM_JGyM.en.vtt | 4.95 KB | ||
| 21. Labeled Data and Accuracy-FN96OM_JGyM.mp4 | 14.66 MB | ||
| 21. Labeled Data and Accuracy-FN96OM_JGyM.zh-CN.vtt | 4.41 KB | ||
| 21. Labeled Data and Accuracy.html | 11.51 KB | ||
| 22. Distinguishing Traits.html | 10.14 KB | ||
| 23. Features.html | 10.34 KB | ||
| 23. Nd113 C7 29 L Features-HshygbfQylA.en.vtt | 1.86 KB | ||
| 23. Nd113 C7 29 L Features-HshygbfQylA.mp4 | 10.05 MB | ||
| 23. Nd113 C7 29 L Features-HshygbfQylA.zh-CN.vtt | 1.62 KB | ||
| 24. Standardizing Output.html | 11.45 KB | ||
| 25. Notebook Standardizing Day and Night Images.html | 9.37 KB | ||
| 26. Average Brightness.html | 10.18 KB | ||
| 26. Nd113 C7 32 L Average Brightness V2-oUlOS670uQg.en.vtt | 5.74 KB | ||
| 26. Nd113 C7 32 L Average Brightness V2-oUlOS670uQg.mp4 | 21.19 MB | ||
| 26. Nd113 C7 32 L Average Brightness V2-oUlOS670uQg.zh-CN.vtt | 5.05 KB | ||
| 27. Notebook Average Brightness Feature Extraction.html | 9.38 KB | ||
| 28. Classification.html | 10.26 KB | ||
| 28. Nd113 C7 45 L Classification V1-LWD1M2vqXXo.en.vtt | 1.9 KB | ||
| 28. Nd113 C7 45 L Classification V1-LWD1M2vqXXo.mp4 | 6.54 MB | ||
| 28. Nd113 C7 45 L Classification V1-LWD1M2vqXXo.zh-CN.vtt | 1.74 KB | ||
| 29. Notebook Classification.html | 9.31 KB | ||
| 30. Evaluation Metrics.html | 10.8 KB | ||
| 30. Nd113 C7 46 L Evaluation Metrics-fDN4D1QV674.en.vtt | 5.64 KB | ||
| 30. Nd113 C7 46 L Evaluation Metrics-fDN4D1QV674.mp4 | 23.75 MB | ||
| 30. Nd113 C7 46 L Evaluation Metrics-fDN4D1QV674.zh-CN.vtt | 4.89 KB | ||
| 31. Notebook Accuracy and Misclassification.html | 9.38 KB | ||
| 32. Review and the Computer Vision Pipeline.html | 10.23 KB | ||
| img.zip | 3.65 MB | ||
| index.html | 6.89 KB | ||
| Part 01-Module 01-Lesson 05_Convolutional Filters and Edge Detection | |||
| 01. Filters and Finding Edges.html | 9.35 KB | ||
| 01. Nd113 C7 36 L Filters And Finding Edges V1-f3H2EtiZLOQ.en.vtt | 1.37 KB | ||
| 01. Nd113 C7 36 L Filters And Finding Edges V1-f3H2EtiZLOQ.mp4 | 7.91 MB | ||
| 01. Nd113 C7 36 L Filters And Finding Edges V1-f3H2EtiZLOQ.zh-CN.vtt | 1.21 KB | ||
| 02. Frequency in Images.html | 12.42 KB | ||
| 03. Notebook Fourier Transforms.html | 8.65 KB | ||
| 04. Quiz Fourier Tranform Image.html | 9.64 KB | ||
| 05. High-pass Filters-OpcFn_H2V-Q.en.vtt | 7.56 KB | ||
| 05. High-pass Filters-OpcFn_H2V-Q.mp4 | 8.25 MB | ||
| 05. High-pass Filters-OpcFn_H2V-Q.pt-BR.vtt | 8.22 KB | ||
| 05. High-pass Filters-OpcFn_H2V-Q.zh-CN.vtt | 6.57 KB | ||
| 05. High-pass Filters.html | 9.43 KB | ||
| 06. Quiz Kernels.html | 9.32 KB | ||
| 07. Creating a Filter-VEsdTRBH3D8.en.vtt | 5.9 KB | ||
| 07. Creating a Filter-VEsdTRBH3D8.mp4 | 6.63 MB | ||
| 07. Creating a Filter-VEsdTRBH3D8.zh-CN.vtt | 5.25 KB | ||
| 07. Creating a Filter.html | 8.64 KB | ||
| 08. Gradients and Sobel Filters.html | 11.99 KB | ||
| 09. Notebook Finding Edges.html | 8.63 KB | ||
| 10. Low-pass Filters-jy5Be9vf2rk.en.vtt | 4.81 KB | ||
| 10. Low-pass Filters-jy5Be9vf2rk.mp4 | 5.19 MB | ||
| 10. Low-pass Filters-jy5Be9vf2rk.zh-CN.vtt | 4.22 KB | ||
| 10. Low-pass Filters.html | 8.08 KB | ||
| 11. Gaussian Blur-1tlPonqIOrU.en.vtt | 3.83 KB | ||
| 11. Gaussian Blur-1tlPonqIOrU.mp4 | 5.51 MB | ||
| 11. Gaussian Blur-1tlPonqIOrU.zh-CN.vtt | 3.57 KB | ||
| 11. Gaussian Blur.html | 8.65 KB | ||
| 12. Notebook Gaussian Blur.html | 8.65 KB | ||
| 13. Notebook Fourier Transforms of Filters.html | 8.68 KB | ||
| 14. Convolutional Layer.html | 10.69 KB | ||
| 15. Canny Edge Detection-Nm1H2xMMS3I.en.vtt | 5.62 KB | ||
| 15. Canny Edge Detection-Nm1H2xMMS3I.mp4 | 6.96 MB | ||
| 15. Canny Edge Detection-Nm1H2xMMS3I.zh-CN.vtt | 5.05 KB | ||
| 15. Canny Edge Detector.html | 8.54 KB | ||
| 16. Notebook Canny Edge Detection.html | 8.65 KB | ||
| 17. Shape Detection.html | 9.31 KB | ||
| 18. Hough Transform-RIOzsF1_xuo.en.vtt | 3.69 KB | ||
| 18. Hough Transform-RIOzsF1_xuo.mp4 | 3.25 MB | ||
| 18. Hough Transform-RIOzsF1_xuo.zh-CN.vtt | 3.5 KB | ||
| 18. Hough Transform.html | 8.37 KB | ||
| 19. Quiz Hough Space.html | 9.36 KB | ||
| 20. Hough Line Detection-PVIUkQKbrUw.en.vtt | 3.83 KB | ||
| 20. Hough Line Detection-PVIUkQKbrUw.mp4 | 4.5 MB | ||
| 20. Hough Line Detection-PVIUkQKbrUw.zh-CN.vtt | 3.5 KB | ||
| 20. Hough Line Detection.html | 8.49 KB | ||
| 21. Notebook Hough Detections.html | 8.67 KB | ||
| 22. Object Recognition _ Introducing Haar Cascades.html | 10.79 KB | ||
| 23. Haar Cascades-vALIpxVfKRc.en.vtt | 3.57 KB | ||
| 23. Haar Cascades-vALIpxVfKRc.mp4 | 3.05 MB | ||
| 23. Haar Cascades-vALIpxVfKRc.zh-CN.vtt | 3.24 KB | ||
| 23. Haar Cascades.html | 8.08 KB | ||
| 24. Notebook Haar Cascade Face Detection.html | 8.69 KB | ||
| 25. Face Recognition and the Dangers of Bias.html | 13.02 KB | ||
| 26. Beyond Edges, Selecting Different Features.html | 11.86 KB | ||
| img.zip | 6.64 MB | ||
| index.html | 6.35 KB | ||
| Part 01-Module 01-Lesson 06_Types of Features _ Image Segmentation | |||
| 01. Types Of Features-cJHro29nzgg.en.vtt | 3.01 KB | ||
| 01. Types Of Features-cJHro29nzgg.mp4 | 3.33 MB | ||
| 01. Types Of Features-cJHro29nzgg.zh-CN.vtt | 2.77 KB | ||
| 01. Types of Features.html | 6.38 KB | ||
| 02. Corner Detectors-jemzDq07MEI.en.vtt | 8.97 KB | ||
| 02. Corner Detectors-jemzDq07MEI.mp4 | 9.51 MB | ||
| 02. Corner Detectors-jemzDq07MEI.zh-CN.vtt | 7.89 KB | ||
| 02. Corner Detectors.html | 8.03 KB | ||
| 03. Notebook Find the Corners.html | 7.48 KB | ||
| 04. Dilation and Erosion.html | 10.49 KB | ||
| 05. Image Segmentation.html | 7.56 KB | ||
| 06. Image Contours-Wcbrl7Wr_kU.en.vtt | 5.08 KB | ||
| 06. Image Contours-Wcbrl7Wr_kU.mp4 | 5.27 MB | ||
| 06. Image Contours-Wcbrl7Wr_kU.zh-CN.vtt | 4.56 KB | ||
| 06. Image Contours.html | 6.84 KB | ||
| 07. Notebook Find Contours and Features.html | 6.98 KB | ||
| 08. Solution Find Contours and Features.html | 6.97 KB | ||
| 09. K-means Clustering-Cf_LSDCEBzk.en.vtt | 6.44 KB | ||
| 09. K-means Clustering-Cf_LSDCEBzk.mp4 | 6.06 MB | ||
| 09. K-means Clustering-Cf_LSDCEBzk.zh-CN.vtt | 5.84 KB | ||
| 09. K-means Clustering.html | 6.4 KB | ||
| 10. K-means Implementation-poKlg-aB4rU.en.vtt | 4.89 KB | ||
| 10. K-means Implementation-poKlg-aB4rU.mp4 | 6.26 MB | ||
| 10. K-means Implementation-poKlg-aB4rU.zh-CN.vtt | 4.41 KB | ||
| 10. K-means Implementation.html | 6.79 KB | ||
| 11. Notebook K-means Clustering.html | 6.83 KB | ||
| img.zip | 1.32 MB | ||
| index.html | 5.02 KB | ||
| Part 01-Module 01-Lesson 07_Feature Vectors | |||
| 01. Corners and Object Detection.html | 7.63 KB | ||
| 02. Feature Vectors--PF1_MITrOw.en.vtt | 2.63 KB | ||
| 02. Feature Vectors--PF1_MITrOw.mp4 | 2.5 MB | ||
| 02. Feature Vectors--PF1_MITrOw.zh-CN.vtt | 2.45 KB | ||
| 02. Feature Vectors.html | 6.67 KB | ||
| 03. 01 Realtime Feature Detection V2-zPxylrXf-Gs.en.vtt | 1.52 KB | ||
| 03. 01 Realtime Feature Detection V2-zPxylrXf-Gs.mp4 | 6.97 MB | ||
| 03. 01 Realtime Feature Detection V2-zPxylrXf-Gs.zh-CN.vtt | 1.31 KB | ||
| 03. Real-Time Feature Detection.html | 6.76 KB | ||
| 04. 02 Introduction To ORB V3-WN37zcMhMas.en.vtt | 2.18 KB | ||
| 04. 02 Introduction To ORB V3-WN37zcMhMas.mp4 | 2.91 MB | ||
| 04. 02 Introduction To ORB V3-WN37zcMhMas.zh-CN.vtt | 1.84 KB | ||
| 04. Introduction to ORB.html | 6.7 KB | ||
| 05. 03 Fast V3-DCHAc6fjcVM.en.vtt | 4.34 KB | ||
| 05. 03 Fast V3-DCHAc6fjcVM.mp4 | 7.25 MB | ||
| 05. 03 Fast V3-DCHAc6fjcVM.zh-CN.vtt | 3.67 KB | ||
| 05. FAST.html | 6.61 KB | ||
| 06. Quiz FAST Keypoints.html | 7.59 KB | ||
| 07. 04 Brief V4-EKIPEPpRciw.en.vtt | 5.99 KB | ||
| 07. 04 Brief V4-EKIPEPpRciw.mp4 | 7.91 MB | ||
| 07. 04 Brief V4-EKIPEPpRciw.zh-CN.vtt | 5.32 KB | ||
| 07. BRIEF.html | 6.62 KB | ||
| 08. 05 Scale And RotationInvariance V2-2k3T6rfjvx0.en.vtt | 6.58 KB | ||
| 08. 05 Scale And RotationInvariance V2-2k3T6rfjvx0.mp4 | 10.92 MB | ||
| 08. 05 Scale And RotationInvariance V2-2k3T6rfjvx0.zh-CN.vtt | 5.6 KB | ||
| 08. Scale and Rotation Invariance.html | 6.78 KB | ||
| 09. Notebook Image Pyramids.html | 7.21 KB | ||
| 10. 07 Feature Matching V2-RH05Wnl1-2A.en.vtt | 4.46 KB | ||
| 10. 07 Feature Matching V2-RH05Wnl1-2A.mp4 | 8.35 MB | ||
| 10. 07 Feature Matching V2-RH05Wnl1-2A.zh-CN.vtt | 3.77 KB | ||
| 10. Feature Matching.html | 6.68 KB | ||
| 11. 08 ORB In Video V2 (1)-Vzs6B1dFQC0.en.vtt | 3 KB | ||
| 11. 08 ORB In Video V2 (1)-Vzs6B1dFQC0.mp4 | 9.77 MB | ||
| 11. 08 ORB In Video V2 (1)-Vzs6B1dFQC0.zh-CN.vtt | 2.56 KB | ||
| 11. ORB in Video.html | 6.68 KB | ||
| 12. Notebook Implementing ORB.html | 7.21 KB | ||
| 13. HOG.html | 7.21 KB | ||
| 13. Histogram of Oriented Gradients-dqe9zGtxoNM.en.vtt | 5.09 KB | ||
| 13. Histogram of Oriented Gradients-dqe9zGtxoNM.mp4 | 4.56 MB | ||
| 13. Histogram of Oriented Gradients-dqe9zGtxoNM.zh-CN.vtt | 4.49 KB | ||
| 14. Notebook Implementing HOG.html | 7.23 KB | ||
| 15. Learning to Find Features.html | 6.94 KB | ||
| img.zip | 884.29 KB | ||
| index.html | 5.16 KB | ||
| Part 01-Module 01-Lesson 08_CNN Layers and Feature Visualization | |||
| 01. 02 Intro To CNN Layers V1 RENDER V3-hT6zBYCuAfw.en.vtt | 2.39 KB | ||
| 01. 02 Intro To CNN Layers V1 RENDER V3-hT6zBYCuAfw.mp4 | 4.66 MB | ||
| 01. 02 Intro To CNN Layers V1 RENDER V3-hT6zBYCuAfw.zh-CN.vtt | 2.02 KB | ||
| 01. Introduction to CNN Layers.html | 10.35 KB | ||
| 02. Review Training a Neural Network.html | 10.48 KB | ||
| 03. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.en.vtt | 1.75 KB | ||
| 03. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.mp4 | 5.03 MB | ||
| 03. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.zh-CN.vtt | 1.53 KB | ||
| 03. Lesson Outline and Data.html | 10.71 KB | ||
| 04. CNN Architecture, VGG-16.html | 11.47 KB | ||
| 05. Convolutional Layers (Part 2)-LX-yVob3c28.en.vtt | 9.92 KB | ||
| 05. Convolutional Layers (Part 2)-LX-yVob3c28.mp4 | 19.85 MB | ||
| 05. Convolutional Layers (Part 2)-LX-yVob3c28.zh-CN.vtt | 8.59 KB | ||
| 05. Convolutional Layers.html | 8.58 KB | ||
| 06. Defining Layers in PyTorch.html | 11.83 KB | ||
| 07. Notebook Visualizing a Convolutional Layer.html | 9.13 KB | ||
| 08. Pooling, VGG-16 Architecture.html | 9.93 KB | ||
| 09. Pooling Layers-OkkIZNs7Cyc.en.vtt | 5.4 KB | ||
| 09. Pooling Layers-OkkIZNs7Cyc.mp4 | 5.82 MB | ||
| 09. Pooling Layers-OkkIZNs7Cyc.pt-BR.vtt | 5.81 KB | ||
| 09. Pooling Layers-OkkIZNs7Cyc.zh-CN.vtt | 4.64 KB | ||
| 09. Pooling Layers.html | 8.93 KB | ||
| 10. Notebook Visualizing a Pooling Layer.html | 9.11 KB | ||
| 11. Fully-Connected Layers, VGG-16.html | 11.74 KB | ||
| 12. Notebook Visualizing FashionMNIST.html | 9.09 KB | ||
| 13. Training in PyTorch.html | 11.1 KB | ||
| 14. Notebook Fashion MNIST Training Exercise.html | 9.13 KB | ||
| 15. Notebook FashionMNIST, Solution 1.html | 9.09 KB | ||
| 16. Dropout-Ty6K6YiGdBs.en.vtt | 4.71 KB | ||
| 16. Dropout-Ty6K6YiGdBs.mp4 | 4.22 MB | ||
| 16. Dropout-Ty6K6YiGdBs.pt-BR.vtt | 4.66 KB | ||
| 16. Dropout-Ty6K6YiGdBs.zh-CN.vtt | 4.06 KB | ||
| 16. Review Dropout.html | 11.41 KB | ||
| 16. 动量-r-rYz_PEWC8.en.vtt | 2.5 KB | ||
| 16. 动量-r-rYz_PEWC8.mp4 | 2.14 MB | ||
| 16. 动量-r-rYz_PEWC8.pt-BR.vtt | 2.7 KB | ||
| 16. 动量-r-rYz_PEWC8.zh-CN.vtt | 2.21 KB | ||
| 17. Notebook FashionMNIST, Solution 2.html | 9.09 KB | ||
| 18. Network Structure.html | 11.27 KB | ||
| 19. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.en.vtt | 2.91 KB | ||
| 19. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.mp4 | 4.54 MB | ||
| 19. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.zh-CN.vtt | 2.47 KB | ||
| 19. Feature Visualization.html | 8.6 KB | ||
| 20. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.en.vtt | 1.9 KB | ||
| 20. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.mp4 | 2.84 MB | ||
| 20. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.zh-CN.vtt | 1.75 KB | ||
| 20. Feature Maps.html | 8.55 KB | ||
| 21. 06 First Convolutional Layer T1 V1 RENDER V2-hIHDMWVSfsM.en.vtt | 3.4 KB | ||
| 21. 06 First Convolutional Layer T1 V1 RENDER V2-hIHDMWVSfsM.mp4 | 9.51 MB | ||
| 21. 06 First Convolutional Layer T1 V1 RENDER V2-hIHDMWVSfsM.zh-CN.vtt | 3.01 KB | ||
| 21. First Convolutional Layer.html | 8.66 KB | ||
| 22. Visualizing CNNs (Part 2).html | 15.56 KB | ||
| 23. 10 Visualizing Activations V1 RENDER V2-CJLNTOXqt3I.en.vtt | 1.43 KB | ||
| 23. 10 Visualizing Activations V1 RENDER V2-CJLNTOXqt3I.mp4 | 3.35 MB | ||
| 23. 10 Visualizing Activations V1 RENDER V2-CJLNTOXqt3I.zh-CN.vtt | 1.26 KB | ||
| 23. Visualizing Activations.html | 9.05 KB | ||
| 24. Notebook Feature Viz for FashionMNIST.html | 9.12 KB | ||
| 25. Last Feature Vector and t-SNE.html | 15.96 KB | ||
| 26. Occlusion, Saliency, and Guided Backpropagation.html | 13.45 KB | ||
| 27. 20 Summary Of Feature Viz V2 RENDER V2-r2LBoEkXskU.en.vtt | 1.8 KB | ||
| 27. 20 Summary Of Feature Viz V2 RENDER V2-r2LBoEkXskU.mp4 | 3.49 MB | ||
| 27. 20 Summary Of Feature Viz V2 RENDER V2-r2LBoEkXskU.zh-CN.vtt | 1.48 KB | ||
| 27. Summary of Feature Viz.html | 12.7 KB | ||
| 28. Image Classification _ Regression Challenges.html | 9.4 KB | ||
| img.zip | 26.56 MB | ||
| index.html | 6.73 KB | ||
| Part 01-Module 01-Lesson 09_Project Facial Keypoint Detection | |||
| 01. Project Overview.html | 10.23 KB | ||
| 02. Workspaces Best Practices.html | 10.28 KB | ||
| 03. Project Facial Keypoint Detection.html | 6.27 KB | ||
| Project Description - Facial Keypoint Detection.html | 8.79 KB | ||
| Project Rubric - Facial Keypoint Detection.html | 12.1 KB | ||
| img.zip | 622.88 KB | ||
| index.html | 4.57 KB | ||
| Part 01-Module 01-Lesson 10_Jobs in Computer Vision | |||
| 01. Jobs in Computer Vision.html | 15.3 KB | ||
| 02. Real-World Applications of Computer Vision.html | 8.93 KB | ||
| 03. Access the Career Portal.html | 7.86 KB | ||
| img.zip | 6.6 MB | ||
| index.html | 4.33 KB | ||
| Part 01-Module 01-Lesson 11_Optimize Your GitHub Profile | |||
| 01. Prove Your Skills With GitHub.html | 11.13 KB | ||
| 02. Introduction-Vnj2VNQROtI.ar.vtt | 2.28 KB | ||
| 02. Introduction-Vnj2VNQROtI.en.vtt | 1.58 KB | ||
| 02. Introduction-Vnj2VNQROtI.ja-JP.vtt | 1.97 KB | ||
| 02. Introduction-Vnj2VNQROtI.mp4 | 3.79 MB | ||
| 02. Introduction-Vnj2VNQROtI.pt-BR.vtt | 1.79 KB | ||
| 02. Introduction-Vnj2VNQROtI.zh-CN.vtt | 1.62 KB | ||
| 02. Introduction.html | 8.05 KB | ||
| 03. GitHub profile important items-prvPVTjVkwQ.ar.vtt | 3.93 KB | ||
| 03. GitHub profile important items-prvPVTjVkwQ.en.vtt | 2.93 KB | ||
| 03. GitHub profile important items-prvPVTjVkwQ.ja-JP.vtt | 3.28 KB | ||
| 03. GitHub profile important items-prvPVTjVkwQ.mp4 | 4.3 MB | ||
| 03. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt | 3.14 KB | ||
| 03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt | 2.65 KB | ||
| 03. GitHub profile important items.html | 8.21 KB | ||
| 04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt | 2.56 KB | ||
| 04. Good GitHub repository-qBi8Q1EJdfQ.en.vtt | 1.92 KB | ||
| 04. Good GitHub repository-qBi8Q1EJdfQ.ja-JP.vtt | 2.21 KB | ||
| 04. Good GitHub repository-qBi8Q1EJdfQ.mp4 | 3.29 MB | ||
| 04. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt | 2.07 KB | ||
| 04. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt | 1.92 KB | ||
| 04. Good GitHub repository.html | 7.87 KB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.ar.vtt | 4.59 KB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.en.vtt | 3.82 KB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.ja-JP.vtt | 4.29 KB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.mp4 | 21.79 MB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.pt-BR.vtt | 4 KB | ||
| 05. Interview with Art - Part 1-ClLYamtaO-Q.zh-CN.vtt | 3.4 KB | ||
| 05. Interview with Art - Part 1.html | 7.93 KB | ||
| 06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt | 490 B | ||
| 06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt | 371 B | ||
| 06. Identify fixes for example “bad” profile-AF07y1oAim0.ja-JP.vtt | 473 B | ||
| 06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4 | 569.35 KB | ||
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| 06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt | 357 B | ||
| 06. Identify fixes for example “bad” profile-ncFtwW5urHk.ar.vtt | 1.94 KB | ||
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| 06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4 | 1.59 MB | ||
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| 06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt | 1.31 KB | ||
| 06. Identify fixes for example “bad” profile.html | 10.99 KB | ||
| 07. Quick Fixes #1.html | 7.76 KB | ||
| 07. Quick Fixes-Lb9e2KemR6I.ar.vtt | 2.61 KB | ||
| 07. Quick Fixes-Lb9e2KemR6I.en.vtt | 1.89 KB | ||
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| 07. Quick Fixes-Lb9e2KemR6I.mp4 | 3.99 MB | ||
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| 08. Quick Fixes #2-It6AEuSDQw0.ar.vtt | 608 B | ||
| 08. Quick Fixes #2-It6AEuSDQw0.en.vtt | 435 B | ||
| 08. Quick Fixes #2-It6AEuSDQw0.ja-JP.vtt | 487 B | ||
| 08. Quick Fixes #2-It6AEuSDQw0.mp4 | 2.25 MB | ||
| 08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt | 453 B | ||
| 08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt | 410 B | ||
| 08. Quick Fixes #2.html | 8.74 KB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt | 1.5 KB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt | 1.34 KB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.ja-JP.vtt | 1.48 KB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4 | 6.92 MB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt | 1.22 KB | ||
| 09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt | 1.18 KB | ||
| 09. Writing READMEs with Walter.html | 8.19 KB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.ar.vtt | 2.82 KB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.en.vtt | 2.16 KB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.ja-JP.vtt | 2.53 KB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4 | 13.17 MB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.pt-BR.vtt | 2.4 KB | ||
| 10. Interview with Art - Part 2-Vvzl2J5K7-Y.zh-CN.vtt | 2.07 KB | ||
| 10. Interview with Art - Part 2.html | 7.92 KB | ||
| 11. Commit messages best practices.html | 10.11 KB | ||
| 12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt | 678 B | ||
| 12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt | 501 B | ||
| 12. Reflect on your commit messages-_0AHmKkfjTo.ja-JP.vtt | 610 B | ||
| 12. Reflect on your commit messages-_0AHmKkfjTo.mp4 | 3.03 MB | ||
| 12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt | 538 B | ||
| 12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt | 473 B | ||
| 12. Reflect on your commit messages.html | 8.54 KB | ||
| 13. Participating in open source projects-OxL-gMTizUA.ar.vtt | 768 B | ||
| 13. Participating in open source projects-OxL-gMTizUA.en.vtt | 476 B | ||
| 13. Participating in open source projects-OxL-gMTizUA.ja-JP.vtt | 599 B | ||
| 13. Participating in open source projects-OxL-gMTizUA.mp4 | 2.77 MB | ||
| 13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt | 551 B | ||
| 13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt | 438 B | ||
| 13. Participating in open source projects.html | 8.3 KB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.ar.vtt | 5.33 KB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.en.vtt | 4.1 KB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.ja-JP.vtt | 4.71 KB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.mp4 | 25.04 MB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.pt-BR.vtt | 4.56 KB | ||
| 14. Interview with Art - Part 3-M6PKr3S1rPg.zh-CN.vtt | 3.67 KB | ||
| 14. Interview with Art - Part 3.html | 7.93 KB | ||
| 15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt | 2.16 KB | ||
| 15. Participating in open source projects 2-elZCLxVvJrY.en.vtt | 1.46 KB | ||
| 15. Participating in open source projects 2-elZCLxVvJrY.ja-JP.vtt | 1.81 KB | ||
| 15. Participating in open source projects 2-elZCLxVvJrY.mp4 | 3.3 MB | ||
| 15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt | 1.69 KB | ||
| 15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt | 1.3 KB | ||
| 15. Participating in open source projects 2.html | 8.04 KB | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt | 542 B | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.en.vtt | 419 B | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.ja-JP.vtt | 492 B | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.mp4 | 954.25 KB | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt | 460 B | ||
| 16. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt | 392 B | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt | 812 B | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt | 634 B | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.ja-JP.vtt | 777 B | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.mp4 | 1.33 MB | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt | 705 B | ||
| 16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt | 556 B | ||
| 16. Starring interesting repositories.html | 9.45 KB | ||
| 17. Next Steps.html | 8.07 KB | ||
| Project Description - Optimize Your GitHub Profile.html | 10.02 KB | ||
| Project Rubric - Optimize Your GitHub Profile.html | 9.88 KB | ||
| img.zip | 2.3 MB | ||
| index.html | 5.87 KB | ||
| Part 02-Module 01-Lesson 01_Cloud Computing with Google Cloud | |||
| 01. Overview.html | 8.51 KB | ||
| 02. Login and Redeem Credits.html | 8.2 KB | ||
| 03. Create a Project.html | 7.36 KB | ||
| 04. Access GPUs.html | 8.2 KB | ||
| 05. Define a Quota.html | 9.7 KB | ||
| 06. gcloud Command Line Tool.html | 11.25 KB | ||
| 07. Launch an Instance.html | 8.21 KB | ||
| 08. Login to the Instance.html | 7.28 KB | ||
| 09. [IMPORTANT] Shutdown your Instance.html | 9.44 KB | ||
| img.zip | 3.76 MB | ||
| index.html | 4.76 KB | ||
| Part 03-Module 01-Lesson 01_Advanced CNN Architectures | |||
| 01. 01 CNNs And Scene Understanding RENDER Full V2-_iRqSOsTBQU.en.vtt | 3.09 KB | ||
| 01. 01 CNNs And Scene Understanding RENDER Full V2-_iRqSOsTBQU.mp4 | 9.06 MB | ||
| 01. 01 CNNs And Scene Understanding RENDER Full V2-_iRqSOsTBQU.zh-CN.vtt | 2.66 KB | ||
| 01. CNN_s and Scene Understanding.html | 6.4 KB | ||
| 02. 02 More Than Classification RENDER V2-vBE5KvvAYzg.en.vtt | 1.41 KB | ||
| 02. 02 More Than Classification RENDER V2-vBE5KvvAYzg.mp4 | 3.33 MB | ||
| 02. 02 More Than Classification RENDER V2-vBE5KvvAYzg.zh-CN.vtt | 1.22 KB | ||
| 02. More than Classification.html | 6.35 KB | ||
| 03. 03 Classification And Localization RENDER V3-UqNg9d6cKQU.en.vtt | 4.24 KB | ||
| 03. 03 Classification And Localization RENDER V3-UqNg9d6cKQU.mp4 | 9.97 MB | ||
| 03. 03 Classification And Localization RENDER V3-UqNg9d6cKQU.zh-CN.vtt | 3.62 KB | ||
| 03. Classification and Localization.html | 7.14 KB | ||
| 04. 04 Bounding Boxes And Regression V1 RENDER V3-2YM82c7SaCo.en.vtt | 4.4 KB | ||
| 04. 04 Bounding Boxes And Regression V1 RENDER V3-2YM82c7SaCo.mp4 | 9.47 MB | ||
| 04. 04 Bounding Boxes And Regression V1 RENDER V3-2YM82c7SaCo.zh-CN.vtt | 3.77 KB | ||
| 04. Bounding Boxes and Regression.html | 8.54 KB | ||
| 05. Quiz Loss Values.html | 8.21 KB | ||
| 06. 05 Region Proposals V1 RENDER V2-HLwpr7h3rPY.en.vtt | 3.5 KB | ||
| 06. 05 Region Proposals V1 RENDER V2-HLwpr7h3rPY.mp4 | 6.75 MB | ||
| 06. 05 Region Proposals V1 RENDER V2-HLwpr7h3rPY.zh-CN.vtt | 3.08 KB | ||
| 06. Region Proposals.html | 7.6 KB | ||
| 07. 06 RCNN V1 RENDER V2-EchapZJMTYU.en.vtt | 3.08 KB | ||
| 07. 06 RCNN V1 RENDER V2-EchapZJMTYU.mp4 | 5.84 MB | ||
| 07. 06 RCNN V1 RENDER V2-EchapZJMTYU.zh-CN.vtt | 2.7 KB | ||
| 07. R-CNN.html | 7.77 KB | ||
| 08. 07 Fast RCNN V1 RENDER V2-6FOBZ9OgWlY.en.vtt | 2.26 KB | ||
| 08. 07 Fast RCNN V1 RENDER V2-6FOBZ9OgWlY.mp4 | 3 MB | ||
| 08. 07 Fast RCNN V1 RENDER V2-6FOBZ9OgWlY.zh-CN.vtt | 1.97 KB | ||
| 08. Fast R-CNN.html | 8.93 KB | ||
| 09. 08 Faster RCNN V1 RENDER V2-ySh_Q3KTTBY.en.vtt | 1.92 KB | ||
| 09. 08 Faster RCNN V1 RENDER V2-ySh_Q3KTTBY.mp4 | 2.99 MB | ||
| 09. 08 Faster RCNN V1 RENDER V2-ySh_Q3KTTBY.zh-CN.vtt | 1.7 KB | ||
| 09. Faster R-CNN.html | 10.79 KB | ||
| 10. 09 Detection Without Proposals Summary V1-IMnt1HFu_nc.en.vtt | 1.53 KB | ||
| 10. 09 Detection Without Proposals Summary V1-IMnt1HFu_nc.mp4 | 3.88 MB | ||
| 10. 09 Detection Without Proposals Summary V1-IMnt1HFu_nc.zh-CN.vtt | 1.29 KB | ||
| 10. Detection With and Without Proposals.html | 6.27 KB | ||
| img.zip | 2.78 MB | ||
| index.html | 4.87 KB | ||
| Part 03-Module 01-Lesson 02_YOLO | |||
| 01. 01 Introduction V3-uyefSrHZesY.en.vtt | 2.23 KB | ||
| 01. 01 Introduction V3-uyefSrHZesY.mp4 | 5.58 MB | ||
| 01. 01 Introduction V3-uyefSrHZesY.zh-CN.vtt | 1.94 KB | ||
| 01. Introduction to YOLO.html | 6.77 KB | ||
| 02. 02 YOLO Output V2-MyOuuwk0qC4.en.vtt | 2.66 KB | ||
| 02. 02 YOLO Output V2-MyOuuwk0qC4.mp4 | 6.71 MB | ||
| 02. 02 YOLO Output V2-MyOuuwk0qC4.zh-CN.vtt | 2.31 KB | ||
| 02. YOLO Output.html | 6.75 KB | ||
| 03. 03 A Convolutional Approach To Sliding Windows V3-8qYqqibIz90.en.vtt | 5.01 KB | ||
| 03. 03 A Convolutional Approach To Sliding Windows V3-8qYqqibIz90.mp4 | 9.42 MB | ||
| 03. 03 A Convolutional Approach To Sliding Windows V3-8qYqqibIz90.zh-CN.vtt | 4.46 KB | ||
| 03. Sliding Windows, Revisited.html | 6.92 KB | ||
| 04. CNN _ Sliding Windows .html | 12.64 KB | ||
| 05. 04 Using A Grid To Improve Localization V2-OmgR35Go79Y.en.vtt | 3.41 KB | ||
| 05. 04 Using A Grid To Improve Localization V2-OmgR35Go79Y.mp4 | 4.85 MB | ||
| 05. 04 Using A Grid To Improve Localization V2-OmgR35Go79Y.zh-CN.vtt | 3.03 KB | ||
| 05. Using a Grid.html | 6.85 KB | ||
| 06. 05 Training On A Grid V2-uhefpakvXh8.en.vtt | 2.2 KB | ||
| 06. 05 Training On A Grid V2-uhefpakvXh8.mp4 | 2.89 MB | ||
| 06. 05 Training On A Grid V2-uhefpakvXh8.zh-CN.vtt | 1.94 KB | ||
| 06. Training on a Grid.html | 6.8 KB | ||
| 07. 06 Generating Bounding Boxes V3-TGfPX-XcyOs.en.vtt | 3.63 KB | ||
| 07. 06 Generating Bounding Boxes V3-TGfPX-XcyOs.mp4 | 6.55 MB | ||
| 07. 06 Generating Bounding Boxes V3-TGfPX-XcyOs.zh-CN.vtt | 3.17 KB | ||
| 07. Generating Bounding Boxes.html | 7.04 KB | ||
| 08. Quiz Generating Boxes and Detecting Objects.html | 8.53 KB | ||
| 09. 07 Too Many Boxes V2-nYDWsFdFnQ8.en.vtt | 844 B | ||
| 09. 07 Too Many Boxes V2-nYDWsFdFnQ8.mp4 | 1.89 MB | ||
| 09. 07 Too Many Boxes V2-nYDWsFdFnQ8.zh-CN.vtt | 821 B | ||
| 09. Too Many Boxes.html | 6.78 KB | ||
| 10. 08 Intersection Over Union IOU V1-ieKEHlEjIsY.en.vtt | 1.51 KB | ||
| 10. 08 Intersection Over Union IOU V1-ieKEHlEjIsY.mp4 | 3.89 MB | ||
| 10. 08 Intersection Over Union IOU V1-ieKEHlEjIsY.zh-CN.vtt | 1.27 KB | ||
| 10. Intersection over Union (IoU).html | 6.87 KB | ||
| 11. Quiz IoU and Overlap Limits.html | 10.15 KB | ||
| 12. 09 NonMaximal Suppression V1-TE6M29Jo9hk.en.vtt | 2.99 KB | ||
| 12. 09 NonMaximal Suppression V1-TE6M29Jo9hk.mp4 | 6.6 MB | ||
| 12. 09 NonMaximal Suppression V1-TE6M29Jo9hk.zh-CN.vtt | 2.5 KB | ||
| 12. Non-Maximal Suppression.html | 7.67 KB | ||
| 13. 10 Anchor Boxes V3-IzILYgVb76g.en.vtt | 4.72 KB | ||
| 13. 10 Anchor Boxes V3-IzILYgVb76g.mp4 | 12.15 MB | ||
| 13. 10 Anchor Boxes V3-IzILYgVb76g.zh-CN.vtt | 4.11 KB | ||
| 13. Anchor Boxes.html | 7.24 KB | ||
| 14. 11 YOLO Algorithm V3-ZbQzCHQ8YEo.en.vtt | 2.74 KB | ||
| 14. 11 YOLO Algorithm V3-ZbQzCHQ8YEo.mp4 | 6.9 MB | ||
| 14. 11 YOLO Algorithm V3-ZbQzCHQ8YEo.zh-CN.vtt | 2.49 KB | ||
| 14. YOLO Algorithm.html | 7.31 KB | ||
| 15. Notebook YOLO Implementation.html | 7.21 KB | ||
| img.zip | 3.29 MB | ||
| index.html | 5.23 KB | ||
| Part 03-Module 01-Lesson 03_RNN_s | |||
| 01. RNN_s in Computer Vision.html | 10.68 KB | ||
| 02. 01 RNN Intro V6 Final-AIQEqg6F38A.en.vtt | 4.46 KB | ||
| 02. 01 RNN Intro V6 Final-AIQEqg6F38A.mp4 | 20.89 MB | ||
| 02. 01 RNN Intro V6 Final-AIQEqg6F38A.pt-BR.vtt | 4.75 KB | ||
| 02. 01 RNN Intro V6 Final-AIQEqg6F38A.zh-CN.vtt | 4.05 KB | ||
| 02. RNN Introduction.html | 8.76 KB | ||
| 03. 02 RNN History V4 Final-HbxAnYUfRnc.en.vtt | 3.67 KB | ||
| 03. 02 RNN History V4 Final-HbxAnYUfRnc.mp4 | 24.26 MB | ||
| 03. 02 RNN History V4 Final-HbxAnYUfRnc.pt-BR.vtt | 4.06 KB | ||
| 03. 02 RNN History V4 Final-HbxAnYUfRnc.zh-CN.vtt | 3.29 KB | ||
| 03. RNN History.html | 11.57 KB | ||
| 04. 03 RNN Applications V3 Final-6JbTNARuKII.en.vtt | 2.71 KB | ||
| 04. 03 RNN Applications V3 Final-6JbTNARuKII.mp4 | 17.27 MB | ||
| 04. 03 RNN Applications V3 Final-6JbTNARuKII.pt-BR.vtt | 3.02 KB | ||
| 04. 03 RNN Applications V3 Final-6JbTNARuKII.zh-CN.vtt | 2.56 KB | ||
| 04. RNN Applications.html | 9.75 KB | ||
| 05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.en.vtt | 5.62 KB | ||
| 05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.mp4 | 25.79 MB | ||
| 05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.pt-BR.vtt | 6.07 KB | ||
| 05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.zh-CN.vtt | 4.96 KB | ||
| 05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.en.vtt | 4.53 KB | ||
| 05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.mp4 | 19.68 MB | ||
| 05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.pt-BR.vtt | 4.65 KB | ||
| 05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.zh-CN.vtt | 4.03 KB | ||
| 05. Feedforward Neural Network-Reminder.html | 11.77 KB | ||
| 06. 06 FeedForward A V7 Final-4rCfnWbx8-0.en.vtt | 5.16 KB | ||
| 06. 06 FeedForward A V7 Final-4rCfnWbx8-0.mp4 | 17.74 MB | ||
| 06. 06 FeedForward A V7 Final-4rCfnWbx8-0.pt-BR.vtt | 5.69 KB | ||
| 06. 06 FeedForward A V7 Final-4rCfnWbx8-0.zh-CN.vtt | 4.52 KB | ||
| 06. 07 FeedForward B V3-kTYbTVh1d0k.en.vtt | 7.55 KB | ||
| 06. 07 FeedForward B V3-kTYbTVh1d0k.mp4 | 26.65 MB | ||
| 06. 07 FeedForward B V3-kTYbTVh1d0k.pt-BR.vtt | 7.86 KB | ||
| 06. 07 FeedForward B V3-kTYbTVh1d0k.zh-CN.vtt | 6.7 KB | ||
| 06. The Feedforward Process.html | 15.68 KB | ||
| 07. Feedforward Quiz.html | 11.08 KB | ||
| 08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.en.vtt | 8.51 KB | ||
| 08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.mp4 | 34.84 MB | ||
| 08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.pt-BR.vtt | 8.44 KB | ||
| 08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.zh-CN.vtt | 7.18 KB | ||
| 08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.en.vtt | 2.51 KB | ||
| 08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.mp4 | 12.76 MB | ||
| 08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.pt-BR.vtt | 2.69 KB | ||
| 08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.zh-CN.vtt | 2.17 KB | ||
| 08. Backpropagation- Theory.html | 12.71 KB | ||
| 09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.en.vtt | 4.35 KB | ||
| 09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.mp4 | 14.77 MB | ||
| 09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.pt-BR.vtt | 4.56 KB | ||
| 09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.zh-CN.vtt | 3.76 KB | ||
| 09. Backpropagation - Example (part a).html | 15.68 KB | ||
| 09. Regra da cadeia-YAhIBOnbt54.en.vtt | 1.65 KB | ||
| 09. Regra da cadeia-YAhIBOnbt54.ja-JP.vtt | 1.64 KB | ||
| 09. Regra da cadeia-YAhIBOnbt54.mp4 | 1.46 MB | ||
| 09. Regra da cadeia-YAhIBOnbt54.pt-BR.vtt | 1.73 KB | ||
| 09. Regra da cadeia-YAhIBOnbt54.zh-CN.vtt | 1.42 KB | ||
| 10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.en.vtt | 8.33 KB | ||
| 10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.mp4 | 37.06 MB | ||
| 10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.pt-BR.vtt | 8.99 KB | ||
| 10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.zh-CN.vtt | 6.84 KB | ||
| 10. Backpropagation- Example (part b).html | 19.65 KB | ||
| 11. Backpropagation Quiz.html | 12.18 KB | ||
| 12. RNN (part a).html | 10.25 KB | ||
| 12. 14 RNN A V4 Final-ofbnDxGSUcg.en.vtt | 5.64 KB | ||
| 12. 14 RNN A V4 Final-ofbnDxGSUcg.mp4 | 10.43 MB | ||
| 12. 14 RNN A V4 Final-ofbnDxGSUcg.pt-BR.vtt | 5.8 KB | ||
| 12. 14 RNN A V4 Final-ofbnDxGSUcg.zh-CN.vtt | 5.05 KB | ||
| 13. 16 RNN B V4 Final-wsif3p5t7CI.en.vtt | 5.3 KB | ||
| 13. 16 RNN B V4 Final-wsif3p5t7CI.mp4 | 21.12 MB | ||
| 13. 16 RNN B V4 Final-wsif3p5t7CI.pt-BR.vtt | 5.93 KB | ||
| 13. 16 RNN B V4 Final-wsif3p5t7CI.zh-CN.vtt | 4.62 KB | ||
| 13. RNN (part b).html | 13.3 KB | ||
| 14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.en.vtt | 2.55 KB | ||
| 14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.mp4 | 10.5 MB | ||
| 14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.pt-BR.vtt | 2.73 KB | ||
| 14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.zh-CN.vtt | 2.2 KB | ||
| 14. RNN- Unfolded Model.html | 8.22 KB | ||
| 15. Unfolded Model Quiz.html | 9.54 KB | ||
| 16. 18 RNN Example V5 Final-MDLk3fhpTx0.en.vtt | 5.05 KB | ||
| 16. 18 RNN Example V5 Final-MDLk3fhpTx0.mp4 | 22.11 MB | ||
| 16. 18 RNN Example V5 Final-MDLk3fhpTx0.pt-BR.vtt | 5.46 KB | ||
| 16. 18 RNN Example V5 Final-MDLk3fhpTx0.zh-CN.vtt | 4.63 KB | ||
| 16. RNN- Example.html | 8.51 KB | ||
| 17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.en.vtt | 4.03 KB | ||
| 17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.mp4 | 21.57 MB | ||
| 17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.pt-BR.vtt | 4.32 KB | ||
| 17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.zh-CN.vtt | 3.52 KB | ||
| 17. Backpropagation Through Time (part a).html | 13.59 KB | ||
| 18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.en.vtt | 4.4 KB | ||
| 18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.mp4 | 18.1 MB | ||
| 18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.pt-BR.vtt | 4.7 KB | ||
| 18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.zh-CN.vtt | 3.68 KB | ||
| 18. Backpropagation Through Time (part b).html | 18.42 KB | ||
| 19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.en.vtt | 3.29 KB | ||
| 19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.mp4 | 17.23 MB | ||
| 19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.pt-BR.vtt | 3.66 KB | ||
| 19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.zh-CN.vtt | 2.79 KB | ||
| 19. Backpropagation Through Time (part c).html | 14.84 KB | ||
| 20. BPTT Quiz 1.html | 9.79 KB | ||
| 21. BPTT Quiz 2.html | 9.43 KB | ||
| 22. BPTT Quiz 3.html | 12.98 KB | ||
| 23. Some more math.html | 14.4 KB | ||
| 24. RNN Summary-nXP0oGGRrO8.en.vtt | 5.61 KB | ||
| 24. RNN Summary-nXP0oGGRrO8.mp4 | 7.26 MB | ||
| 24. RNN Summary-nXP0oGGRrO8.pt-BR.vtt | 6.19 KB | ||
| 24. RNN Summary-nXP0oGGRrO8.zh-CN.vtt | 4.89 KB | ||
| 24. RNN Summary.html | 14.35 KB | ||
| 25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.en.vtt | 5.76 KB | ||
| 25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.mp4 | 36.16 MB | ||
| 25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.pt-BR.vtt | 6.64 KB | ||
| 25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.zh-CN.vtt | 5.32 KB | ||
| 25. From RNN to LSTM.html | 10.63 KB | ||
| 26. Wrap Up.html | 8.09 KB | ||
| img.zip | 20.64 MB | ||
| index.html | 6.06 KB | ||
| Part 03-Module 01-Lesson 04_ Long Short-Term Memory Networks (LSTMs) | |||
| 01. Intro to LSTM.html | 7.76 KB | ||
| 02. RNN Vs LSTM-70MgF-IwAr8.en.vtt | 4.71 KB | ||
| 02. RNN Vs LSTM-70MgF-IwAr8.mp4 | 3.58 MB | ||
| 02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt | 4.24 KB | ||
| 02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt | 4.22 KB | ||
| 02. RNN vs LSTM.html | 6.91 KB | ||
| 03. Basics of LSTM.html | 6.92 KB | ||
| 03. LSTM Basics-gjb68a4XsqE.en.vtt | 5.21 KB | ||
| 03. LSTM Basics-gjb68a4XsqE.mp4 | 4.03 MB | ||
| 03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt | 5.06 KB | ||
| 03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt | 4.59 KB | ||
| 04. Architecture of LSTM.html | 7 KB | ||
| 04. LSTM Architecture-ycwthhdx8ws.en.vtt | 1.49 KB | ||
| 04. LSTM Architecture-ycwthhdx8ws.mp4 | 1.07 MB | ||
| 04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt | 1.46 KB | ||
| 04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt | 1.34 KB | ||
| 05. Notebook LSTM Structure and Hidden State, PyTorch.html | 7.46 KB | ||
| 06. Learn Gate-aVHVI7ovbHY.en.vtt | 2.63 KB | ||
| 06. Learn Gate-aVHVI7ovbHY.mp4 | 2.22 MB | ||
| 06. Learn Gate-aVHVI7ovbHY.pt-BR.vtt | 2.66 KB | ||
| 06. Learn Gate-aVHVI7ovbHY.zh-CN.vtt | 2.51 KB | ||
| 06. The Learn Gate.html | 7.52 KB | ||
| 07. Forget Gate-iWxpfxLUPSU.en.vtt | 1.26 KB | ||
| 07. Forget Gate-iWxpfxLUPSU.mp4 | 1.04 MB | ||
| 07. Forget Gate-iWxpfxLUPSU.pt-BR.vtt | 1.33 KB | ||
| 07. Forget Gate-iWxpfxLUPSU.zh-CN.vtt | 1.12 KB | ||
| 07. The Forget Gate.html | 7.44 KB | ||
| 08. Remember Gate-0qlm86HaXuU.en.vtt | 734 B | ||
| 08. Remember Gate-0qlm86HaXuU.mp4 | 676.91 KB | ||
| 08. Remember Gate-0qlm86HaXuU.pt-BR.vtt | 700 B | ||
| 08. Remember Gate-0qlm86HaXuU.zh-CN.vtt | 632 B | ||
| 08. The Remember Gate.html | 7.33 KB | ||
| 09. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt | 1.75 KB | ||
| 09. LSTM 7 Use Gate-5Ifolm1jTdY.mp4 | 1.5 MB | ||
| 09. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt | 1.73 KB | ||
| 09. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt | 1.5 KB | ||
| 09. The Use Gate.html | 7.57 KB | ||
| 10. Putting It All Together-IF8FlKW-Zo0.en.vtt | 2.42 KB | ||
| 10. Putting It All Together-IF8FlKW-Zo0.mp4 | 1.58 MB | ||
| 10. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt | 2.36 KB | ||
| 10. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt | 2.13 KB | ||
| 10. Putting it All Together.html | 6.99 KB | ||
| 11. Quiz.html | 8.78 KB | ||
| 12. Notebook LSTM for Part of Speech Tagging.html | 7.44 KB | ||
| 13. Character-Level RNN.html | 7.35 KB | ||
| 13. Character-Wise RNN-m_S2hs6-j5w.en.vtt | 3.46 KB | ||
| 13. Character-Wise RNN-m_S2hs6-j5w.mp4 | 2.88 MB | ||
| 13. Character-Wise RNN-m_S2hs6-j5w.zh-CN.vtt | 3.04 KB | ||
| 14. Sequence Batching-pdSr5F-9qE0.en.vtt | 2.14 KB | ||
| 14. Sequence Batching-pdSr5F-9qE0.mp4 | 2.29 MB | ||
| 14. Sequence Batching-pdSr5F-9qE0.zh-CN.vtt | 1.91 KB | ||
| 14. Sequence Batching.html | 7.41 KB | ||
| 15. Notebook Character-Level LSTM.html | 7.4 KB | ||
| 16. Other Architectures-MsxFDuYlTuQ.en.vtt | 2.31 KB | ||
| 16. Other Architectures-MsxFDuYlTuQ.mp4 | 1.71 MB | ||
| 16. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt | 2.45 KB | ||
| 16. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt | 2.04 KB | ||
| 16. Other architectures.html | 7.18 KB | ||
| img.zip | 386.73 KB | ||
| index.html | 5.35 KB | ||
| Part 03-Module 01-Lesson 05_Hyperparameters | |||
| 01. Introducing Jay.html | 6.55 KB | ||
| 02. Introduction-erwnzFD7AeE.en.vtt | 2.34 KB | ||
| 02. Introduction-erwnzFD7AeE.mp4 | 2.22 MB | ||
| 02. Introduction-erwnzFD7AeE.pt-BR.vtt | 2.17 KB | ||
| 02. Introduction-erwnzFD7AeE.zh-CN.vtt | 2.01 KB | ||
| 02. Introduction.html | 6.27 KB | ||
| 03. Learning Rate-HLMjeDez7ps.en.vtt | 11.68 KB | ||
| 03. Learning Rate-HLMjeDez7ps.mp4 | 9.62 MB | ||
| 03. Learning Rate-HLMjeDez7ps.pt-BR.vtt | 10.29 KB | ||
| 03. Learning Rate-HLMjeDez7ps.zh-CN.vtt | 10.11 KB | ||
| 03. Learning Rate.html | 6.9 KB | ||
| 04. Learning Rate.html | 8.33 KB | ||
| 05. Minibatch Size-GrrO1NFxaW8.en.vtt | 5.36 KB | ||
| 05. Minibatch Size-GrrO1NFxaW8.mp4 | 4.78 MB | ||
| 05. Minibatch Size-GrrO1NFxaW8.pt-BR.vtt | 4.77 KB | ||
| 05. Minibatch Size-GrrO1NFxaW8.zh-CN.vtt | 4.77 KB | ||
| 05. Minibatch Size.html | 6.6 KB | ||
| 06. Number Of Iterations-TTdHpSb4DV8.en.vtt | 1.63 KB | ||
| 06. Number Of Iterations-TTdHpSb4DV8.mp4 | 1.46 MB | ||
| 06. Number Of Iterations-TTdHpSb4DV8.pt-BR.vtt | 1.53 KB | ||
| 06. Number Of Iterations-TTdHpSb4DV8.zh-CN.vtt | 1.5 KB | ||
| 06. Number of Training Iterations Epochs.html | 9.17 KB | ||
| 07. Number Of Hidden Units Layers-IkGAIQH5wH8.en.vtt | 3.23 KB | ||
| 07. Number Of Hidden Units Layers-IkGAIQH5wH8.mp4 | 3.4 MB | ||
| 07. Number Of Hidden Units Layers-IkGAIQH5wH8.pt-BR.vtt | 3.02 KB | ||
| 07. Number Of Hidden Units Layers-IkGAIQH5wH8.zh-CN.vtt | 2.82 KB | ||
| 07. Number of Hidden Units Layers.html | 7.28 KB | ||
| 08. RNN Hyperparameters-yQvnv7l_aUo.en.vtt | 3.87 KB | ||
| 08. RNN Hyperparameters-yQvnv7l_aUo.mp4 | 4.12 MB | ||
| 08. RNN Hyperparameters-yQvnv7l_aUo.pt-BR.vtt | 3.71 KB | ||
| 08. RNN Hyperparameters-yQvnv7l_aUo.zh-CN.vtt | 3.62 KB | ||
| 08. RNN Hyperparameters.html | 12.89 KB | ||
| 09. RNN Hyperparameters.html | 7.52 KB | ||
| 10. Sources _ References.html | 7.34 KB | ||
| img.zip | 26.43 KB | ||
| index.html | 4.8 KB | ||
| Part 03-Module 01-Lesson 06_Optional Attention Mechanisms | |||
| 01. 01 Introduction To Attention V2-NCn97L5WbCY.en.vtt | 6.19 KB | ||
| 01. 01 Introduction To Attention V2-NCn97L5WbCY.mp4 | 12 MB | ||
| 01. 01 Introduction To Attention V2-NCn97L5WbCY.pt-BR.vtt | 6.82 KB | ||
| 01. 01 Introduction To Attention V2-NCn97L5WbCY.zh-CN.vtt | 5.42 KB | ||
| 01. Introduction to Attention.html | 7.66 KB | ||
| 02. Applications seq2seq-tDJBDwriJYQ.en.vtt | 2.63 KB | ||
| 02. Applications seq2seq-tDJBDwriJYQ.mp4 | 2.48 MB | ||
| 02. Applications seq2seq-tDJBDwriJYQ.pt-BR.vtt | 2.5 KB | ||
| 02. Applications seq2seq-tDJBDwriJYQ.zh-CN.vtt | 2.41 KB | ||
| 02. Architecture encoder decoder-dkHdEAJnV_w.en.vtt | 5.45 KB | ||
| 02. Architecture encoder decoder-dkHdEAJnV_w.mp4 | 4.49 MB | ||
| 02. Architecture encoder decoder-dkHdEAJnV_w.pt-BR.vtt | 4.92 KB | ||
| 02. Architecture encoder decoder-dkHdEAJnV_w.zh-CN.vtt | 4.82 KB | ||
| 02. Encoders and Decoders.html | 9.46 KB | ||
| 03. Elective Text Sentiment Analysis.html | 8.2 KB | ||
| 04. 02 Sequence To Sequence Recap V2-MRPHIPR0pGE.en.vtt | 3.85 KB | ||
| 04. 02 Sequence To Sequence Recap V2-MRPHIPR0pGE.mp4 | 3.76 MB | ||
| 04. 02 Sequence To Sequence Recap V2-MRPHIPR0pGE.pt-BR.vtt | 4.26 KB | ||
| 04. 02 Sequence To Sequence Recap V2-MRPHIPR0pGE.zh-CN.vtt | 3.3 KB | ||
| 04. Sequence to Sequence Recap.html | 7.67 KB | ||
| 05. 03 Attention Overview Encoding V2-IctAnMaVUKc.en.vtt | 1.84 KB | ||
| 05. 03 Attention Overview Encoding V2-IctAnMaVUKc.mp4 | 1.73 MB | ||
| 05. 03 Attention Overview Encoding V2-IctAnMaVUKc.pt-BR.vtt | 1.96 KB | ||
| 05. 03 Attention Overview Encoding V2-IctAnMaVUKc.zh-CN.vtt | 1.65 KB | ||
| 05. Encoding -- Attention Overview.html | 7.69 KB | ||
| 06. 04 Attention Overview Decoding V2-DJxiPd585GY.en.vtt | 3.24 KB | ||
| 06. 04 Attention Overview Decoding V2-DJxiPd585GY.mp4 | 3.2 MB | ||
| 06. 04 Attention Overview Decoding V2-DJxiPd585GY.pt-BR.vtt | 3.28 KB | ||
| 06. 04 Attention Overview Decoding V2-DJxiPd585GY.zh-CN.vtt | 2.73 KB | ||
| 06. Decoding -- Attention Overview.html | 7.68 KB | ||
| 07. Attention Overview.html | 9.95 KB | ||
| 08. 05 Attention Encoder V2-sphe9LDT4rA.en.vtt | 2.76 KB | ||
| 08. 05 Attention Encoder V2-sphe9LDT4rA.mp4 | 2.41 MB | ||
| 08. 05 Attention Encoder V2-sphe9LDT4rA.pt-BR.vtt | 2.97 KB | ||
| 08. 05 Attention Encoder V2-sphe9LDT4rA.zh-CN.vtt | 2.44 KB | ||
| 08. Attention Encoder.html | 7.59 KB | ||
| 09. 06 Attention Decoder V1-5mMz6nN9_Ss.en.vtt | 3.33 KB | ||
| 09. 06 Attention Decoder V1-5mMz6nN9_Ss.mp4 | 3.15 MB | ||
| 09. 06 Attention Decoder V1-5mMz6nN9_Ss.pt-BR.vtt | 3.61 KB | ||
| 09. 06 Attention Decoder V1-5mMz6nN9_Ss.zh-CN.vtt | 2.98 KB | ||
| 09. Attention Decoder.html | 7.6 KB | ||
| 10. Attention Encoder _ Decoder.html | 9.89 KB | ||
| 11. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.en.vtt | 6.31 KB | ||
| 11. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.mp4 | 6.66 MB | ||
| 11. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.pt-BR.vtt | 6.71 KB | ||
| 11. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.zh-CN.vtt | 5.37 KB | ||
| 11. Bahdanau and Luong Attention.html | 8.14 KB | ||
| 12. 08 Multiplicative Attention V2-1-OwCgrx1eQ.en.vtt | 7.6 KB | ||
| 12. 08 Multiplicative Attention V2-1-OwCgrx1eQ.mp4 | 8.01 MB | ||
| 12. 08 Multiplicative Attention V2-1-OwCgrx1eQ.pt-BR.vtt | 8.3 KB | ||
| 12. 08 Multiplicative Attention V2-1-OwCgrx1eQ.zh-CN.vtt | 6.36 KB | ||
| 12. Multiplicative Attention.html | 7.64 KB | ||
| 13. 09 Additive Attention V2-93VfVWZ-IvY.en.vtt | 4.63 KB | ||
| 13. 09 Additive Attention V2-93VfVWZ-IvY.mp4 | 4.17 MB | ||
| 13. 09 Additive Attention V2-93VfVWZ-IvY.pt-BR.vtt | 4.52 KB | ||
| 13. 09 Additive Attention V2-93VfVWZ-IvY.zh-CN.vtt | 4 KB | ||
| 13. Additive Attention.html | 7.62 KB | ||
| 14. Additive and Multiplicative Attention.html | 9.06 KB | ||
| 15. 10 Computer Vision Applications V3-bhWwc4BYTYc.en.vtt | 6.47 KB | ||
| 15. 10 Computer Vision Applications V3-bhWwc4BYTYc.mp4 | 6.62 MB | ||
| 15. 10 Computer Vision Applications V3-bhWwc4BYTYc.pt-BR.vtt | 6.75 KB | ||
| 15. 10 Computer Vision Applications V3-bhWwc4BYTYc.zh-CN.vtt | 5.67 KB | ||
| 15. Computer Vision Applications.html | 8.94 KB | ||
| 16. 11 Other Attention Methods V2-VmsR9FVpQiM.en.vtt | 5.84 KB | ||
| 16. 11 Other Attention Methods V2-VmsR9FVpQiM.mp4 | 5.84 MB | ||
| 16. 11 Other Attention Methods V2-VmsR9FVpQiM.pt-BR.vtt | 6.26 KB | ||
| 16. 11 Other Attention Methods V2-VmsR9FVpQiM.zh-CN.vtt | 5.12 KB | ||
| 16. Other Attention Methods.html | 8.06 KB | ||
| 17. 12 The Transformer And Self Attention V2-F-XN72bQiMQ.en.vtt | 6.47 KB | ||
| 17. 12 The Transformer And Self Attention V2-F-XN72bQiMQ.mp4 | 6.1 MB | ||
| 17. 12 The Transformer And Self Attention V2-F-XN72bQiMQ.pt-BR.vtt | 6.35 KB | ||
| 17. 12 The Transformer And Self Attention V2-F-XN72bQiMQ.zh-CN.vtt | 5.44 KB | ||
| 17. The Transformer and Self-Attention.html | 7.73 KB | ||
| 18. Notebook Attention Basics.html | 8 KB | ||
| 19. [SOLUTION] Attention Basics.html | 7.98 KB | ||
| 20. Outro.html | 7.77 KB | ||
| img.zip | 640.38 KB | ||
| index.html | 5.83 KB | ||
| Part 03-Module 01-Lesson 07_Image Captioning | |||
| 01. 01 L Introduction V3-dobNslC2y-o.en.vtt | 2.41 KB | ||
| 01. 01 L Introduction V3-dobNslC2y-o.mp4 | 5.94 MB | ||
| 01. 01 L Introduction V3-dobNslC2y-o.zh-CN.vtt | 2.11 KB | ||
| 01. Introduction to Image Captioning.html | 6.38 KB | ||
| 02. 02 Leveraging Neural Networks V3-thClOUTiNxY.en.vtt | 1.43 KB | ||
| 02. 02 Leveraging Neural Networks V3-thClOUTiNxY.mp4 | 2.56 MB | ||
| 02. 02 Leveraging Neural Networks V3-thClOUTiNxY.zh-CN.vtt | 1.25 KB | ||
| 02. Leveraging Neural Networks.html | 6.41 KB | ||
| 03. 03 Captions And The COCO Dataset V3-DMmJs1w1n7A.en.vtt | 2.06 KB | ||
| 03. 03 Captions And The COCO Dataset V3-DMmJs1w1n7A.mp4 | 5.61 MB | ||
| 03. 03 Captions And The COCO Dataset V3-DMmJs1w1n7A.zh-CN.vtt | 1.8 KB | ||
| 03. Captions and the COCO Dataset.html | 6.42 KB | ||
| 04. Visualize the Dataset.html | 9.05 KB | ||
| 05. 04 CNNRNN Model V3-n7kdMiX1Xz8.en.vtt | 2.14 KB | ||
| 05. 04 CNNRNN Model V3-n7kdMiX1Xz8.mp4 | 4.39 MB | ||
| 05. 04 CNNRNN Model V3-n7kdMiX1Xz8.zh-CN.vtt | 1.92 KB | ||
| 05. CNN-RNN Model.html | 6.31 KB | ||
| 06. 05 The Glue V5-u2ZdcUDnHm0.en.vtt | 1.45 KB | ||
| 06. 05 The Glue V5-u2ZdcUDnHm0.mp4 | 6.02 MB | ||
| 06. 05 The Glue V5-u2ZdcUDnHm0.zh-CN.vtt | 1.31 KB | ||
| 06. The Glue, Feature Vector.html | 6.33 KB | ||
| 07. 06 Tokenizing Captions V3-aeEFb0eSzJ8.en.vtt | 2.94 KB | ||
| 07. 06 Tokenizing Captions V3-aeEFb0eSzJ8.mp4 | 9.89 MB | ||
| 07. 06 Tokenizing Captions V3-aeEFb0eSzJ8.zh-CN.vtt | 2.69 KB | ||
| 07. Tokenizing Captions.html | 6.35 KB | ||
| 08. Tokenization-4Ieotbeh4u8.en.vtt | 2.89 KB | ||
| 08. Tokenization-4Ieotbeh4u8.mp4 | 3.22 MB | ||
| 08. Tokenization-4Ieotbeh4u8.pt-BR.vtt | 3.28 KB | ||
| 08. Tokenization-4Ieotbeh4u8.zh-CN.vtt | 2.6 KB | ||
| 08. Tokenizing Words.html | 7.87 KB | ||
| 09. 07 RNN Training V4-P-tHxD7kRmA.en.vtt | 4.07 KB | ||
| 09. 07 RNN Training V4-P-tHxD7kRmA.mp4 | 7.58 MB | ||
| 09. 07 RNN Training V4-P-tHxD7kRmA.zh-CN.vtt | 3.61 KB | ||
| 09. RNN Training.html | 7.32 KB | ||
| 10. 08 Video Captioning V1-I_m9JyKTfbQ.en.vtt | 1.49 KB | ||
| 10. 08 Video Captioning V1-I_m9JyKTfbQ.mp4 | 1.95 MB | ||
| 10. 08 Video Captioning V1-I_m9JyKTfbQ.zh-CN.vtt | 1.32 KB | ||
| 10. Video Captioning.html | 6.33 KB | ||
| 11. 09 On To The Project V2-MsxNRaYTNSk.en.vtt | 1.09 KB | ||
| 11. 09 On To The Project V2-MsxNRaYTNSk.mp4 | 3.87 MB | ||
| 11. 09 On To The Project V2-MsxNRaYTNSk.zh-CN.vtt | 913 B | ||
| 11. On to the Project!.html | 6.69 KB | ||
| img.zip | 2.97 MB | ||
| index.html | 4.9 KB | ||
| Part 03-Module 01-Lesson 08_Project Image Captioning | |||
| 01. Project Overview.html | 9.6 KB | ||
| 02. LSTM InputsOutputs.html | 7.29 KB | ||
| 03. Introduction to GPU Workspaces.html | 16.71 KB | ||
| 04. [submit from here] Project Image Captioning, PyTorch 0.4.html | 6.44 KB | ||
| Project Description - Image Captioning.html | 8.09 KB | ||
| Project Rubric - Image Captioning.html | 11.61 KB | ||
| img.zip | 3.01 MB | ||
| index.html | 4.64 KB | ||
| Part 03-Module 01-Lesson 09_Take 30 Min to Improve your LinkedIn | |||
| 01. Get Opportunities with LinkedIn.html | 11.21 KB | ||
| 01. Why Network-exjEm9Paszk.ar.vtt | 5.14 KB | ||
| 01. Why Network-exjEm9Paszk.en.vtt | 3.4 KB | ||
| 01. Why Network-exjEm9Paszk.es-MX.vtt | 3.2 KB | ||
| 01. Why Network-exjEm9Paszk.ja-JP.vtt | 4.33 KB | ||
| 01. Why Network-exjEm9Paszk.mp4 | 8.73 MB | ||
| 01. Why Network-exjEm9Paszk.pt-BR.vtt | 3.2 KB | ||
| 01. Why Network-exjEm9Paszk.zh-CN.vtt | 3.29 KB | ||
| 02. Meet Chris-0ccflD9x5WU.ar.vtt | 6.32 KB | ||
| 02. Meet Chris-0ccflD9x5WU.en.vtt | 4.89 KB | ||
| 02. Meet Chris-0ccflD9x5WU.es-MX.vtt | 4.52 KB | ||
| 02. Meet Chris-0ccflD9x5WU.ja-JP.vtt | 5.61 KB | ||
| 02. Meet Chris-0ccflD9x5WU.mp4 | 32.54 MB | ||
| 02. Meet Chris-0ccflD9x5WU.pt-BR.vtt | 4.47 KB | ||
| 02. Meet Chris-0ccflD9x5WU.zh-CN.vtt | 4.41 KB | ||
| 02. Use Your Story to Stand Out.html | 8.75 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt | 5.13 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.en.vtt | 3.53 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt | 3.56 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt | 4.35 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.mp4 | 20.63 MB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt | 3.47 KB | ||
| 03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt | 3.4 KB | ||
| 03. Why Use an Elevator Pitch.html | 7.37 KB | ||
| 04. Create Your Elevator Pitch.html | 8.52 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.ar.vtt | 2.28 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.en.vtt | 2.06 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt | 1.99 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt | 2.45 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.mp4 | 9.98 MB | ||
| 04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt | 1.94 KB | ||
| 04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt | 1.99 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt | 2.19 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt | 1.94 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt | 1.43 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt | 2.36 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4 | 3.62 MB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt | 1.4 KB | ||
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt | 1.74 KB | ||
| 05. Use Your Elevator Pitch on LinkedIn.html | 9.77 KB | ||
| 06. Create Your Profile With SEO In Mind.html | 9.47 KB | ||
| 07. Profile Essentials.html | 11.27 KB | ||
| 08. Work Experiences _ Accomplishments.html | 9.8 KB | ||
| 09. Build and Strengthen Your Network.html | 10.65 KB | ||
| 10. Reaching Out on LinkedIn.html | 9.36 KB | ||
| 11. Boost Your Visibility.html | 8.58 KB | ||
| 12. Up Next.html | 8.09 KB | ||
| Project Description - Improve Your LinkedIn Profile.html | 8.14 KB | ||
| Project Rubric - Improve Your LinkedIn Profile.html | 16.33 KB | ||
| img.zip | 3.39 MB | ||
| index.html | 5.44 KB | ||
| media.zip | 113.31 KB | ||
| Part 04-Module 01-Lesson 01_Introduction to Motion | |||
| 01. Object Tracking V4 (1)-ciEo6PyMTeM.en.vtt | 1.68 KB | ||
| 01. Object Tracking V4 (1)-ciEo6PyMTeM.mp4 | 4.96 MB | ||
| 01. Object Tracking V4 (1)-ciEo6PyMTeM.zh-CN.vtt | 1.55 KB | ||
| 01. Object Tracking.html | 6 KB | ||
| 02. Localization Intro.html | 5.98 KB | ||
| 02. Localization V1 (1)-QkVyEMTUkAw.en.vtt | 1.18 KB | ||
| 02. Localization V1 (1)-QkVyEMTUkAw.mp4 | 2.5 MB | ||
| 02. Localization V1 (1)-QkVyEMTUkAw.zh-CN.vtt | 1.07 KB | ||
| 03. Motion -A-QJf04LBb0.en.vtt | 1.58 KB | ||
| 03. Motion -A-QJf04LBb0.mp4 | 5.01 MB | ||
| 03. Motion -A-QJf04LBb0.zh-CN.vtt | 1.51 KB | ||
| 03. Motion.html | 5.91 KB | ||
| 04. Optical Flow-TOS8UJwCtTg.en.vtt | 1.78 KB | ||
| 04. Optical Flow-TOS8UJwCtTg.mp4 | 2.13 MB | ||
| 04. Optical Flow-TOS8UJwCtTg.zh-CN.vtt | 1.59 KB | ||
| 04. Optical Flow.html | 5.95 KB | ||
| 05. 01 Motion Vector V2-I3f3IEUI2tg.en.vtt | 2.75 KB | ||
| 05. 01 Motion Vector V2-I3f3IEUI2tg.mp4 | 3.64 MB | ||
| 05. 01 Motion Vector V2-I3f3IEUI2tg.zh-CN.vtt | 2.35 KB | ||
| 05. Motion Vector.html | 8.78 KB | ||
| 06. 02 Brightness Constancy Assumption V3-GHz9Yzt5tro.en.vtt | 2.84 KB | ||
| 06. 02 Brightness Constancy Assumption V3-GHz9Yzt5tro.mp4 | 3.57 MB | ||
| 06. 02 Brightness Constancy Assumption V3-GHz9Yzt5tro.zh-CN.vtt | 2.53 KB | ||
| 06. Brightness Constancy Assumption.html | 7.14 KB | ||
| 07. Notebook Optical Flow and Motion Vectors.html | 6.58 KB | ||
| 08. 04 Tracking Features V2-uFf6IZ5MxgU.en.vtt | 2.29 KB | ||
| 08. 04 Tracking Features V2-uFf6IZ5MxgU.mp4 | 3.74 MB | ||
| 08. 04 Tracking Features V2-uFf6IZ5MxgU.zh-CN.vtt | 1.98 KB | ||
| 08. Tracking Features.html | 7.16 KB | ||
| img.zip | 19.15 KB | ||
| index.html | 4.66 KB | ||
| Part 04-Module 01-Lesson 02_Robot Localization | |||
| 01. Probability Review.html | 16.44 KB | ||
| 02. Reduzindo a incerteza-zuFMhmKQ--o.ar.vtt | 1.88 KB | ||
| 02. Reduzindo a incerteza-zuFMhmKQ--o.en.vtt | 1.48 KB | ||
| 02. Reduzindo a incerteza-zuFMhmKQ--o.mp4 | 3.53 MB | ||
| 02. Reduzindo a incerteza-zuFMhmKQ--o.pt-BR.vtt | 1.5 KB | ||
| 02. Reduzindo a incerteza-zuFMhmKQ--o.zh-CN.vtt | 1.23 KB | ||
| 02. Uncertainty and Bayes_ Rule.html | 13.83 KB | ||
| 03. Reducing Uncertainty.html | 8.93 KB | ||
| 04. Probability Distributions.html | 14.12 KB | ||
| 04. 概率分布入门 1-gqPjMDVFvNg.en.vtt | 1.07 KB | ||
| 04. 概率分布入门 1-gqPjMDVFvNg.mp4 | 2.2 MB | ||
| 04. 概率分布入门 1-gqPjMDVFvNg.zh-CN.vtt | 942 B | ||
| 04. 概率分布入门 2-PglBg4eb_5M.en.vtt | 2.74 KB | ||
| 04. 概率分布入门 2-PglBg4eb_5M.mp4 | 6.85 MB | ||
| 04. 概率分布入门 2-PglBg4eb_5M.zh-CN.vtt | 2.38 KB | ||
| 05. 03 Localization V1-OB6GZxfvESw.en.vtt | 1.99 KB | ||
| 05. 03 Localization V1-OB6GZxfvESw.mp4 | 5.08 MB | ||
| 05. 03 Localization V1-OB6GZxfvESw.zh-CN.vtt | 1.78 KB | ||
| 05. Localization.html | 9.61 KB | ||
| 06. 05 Total Probability V4-RCEieE2t8U4.en.vtt | 6.37 KB | ||
| 06. 05 Total Probability V4-RCEieE2t8U4.mp4 | 5.46 MB | ||
| 06. 05 Total Probability V4-RCEieE2t8U4.zh-CN.vtt | 5.24 KB | ||
| 06. Total Probability.html | 10.11 KB | ||
| 07. Notebook 1D Robot World.html | 9.79 KB | ||
| 08. 09 Probability After Sense V1-aWQMJQQmNGw.en.vtt | 2.01 KB | ||
| 08. 09 Probability After Sense V1-aWQMJQQmNGw.mp4 | 2.23 MB | ||
| 08. 09 Probability After Sense V1-aWQMJQQmNGw.zh-CN.vtt | 1.82 KB | ||
| 08. Probability After Sense.html | 12.92 KB | ||
| 09. Notebook Probability After Sense.html | 9.82 KB | ||
| 10. 11 Normalize Distribution V1-ZGvmFn_u56o.en.vtt | 497 B | ||
| 10. 11 Normalize Distribution V1-ZGvmFn_u56o.mp4 | 522.8 KB | ||
| 10. 11 Normalize Distribution V1-ZGvmFn_u56o.zh-CN.vtt | 424 B | ||
| 10. Normalize Distribution.html | 10.76 KB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.en.vtt | 1.75 KB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.es-ES.vtt | 1.74 KB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.es.vtt | 1.74 KB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.it.vtt | 1.79 KB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.ja-JP.vtt | 1.6 KB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.ja.vtt | 1.6 KB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.mp4 | 12.91 MB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.pt-PT.vtt | 1.79 KB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.pt.vtt | 1.78 KB | ||
| 11. Sense Function - Artificial Intelligence for Robotics-eIjyrQpDogg.zh-CN.vtt | 1.72 KB | ||
| 11. Sense Function.html | 10.62 KB | ||
| 12. Notebook Sense Function.html | 9.79 KB | ||
| 13. Answer Sense Function.html | 10.72 KB | ||
| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.bn.vtt | 518 B | ||
| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.en.vtt | 1013 B | ||
| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.es-ES.vtt | 1.03 KB | ||
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| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.it.vtt | 982 B | ||
| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.ja-JP.vtt | 1.07 KB | ||
| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.ja.vtt | 964 B | ||
| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.mp4 | 1.63 MB | ||
| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.pt-PT.vtt | 1010 B | ||
| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.pt.vtt | 1007 B | ||
| 13. Sense Function Solution - Artificial Intelligence for Robotics-Y5iFxWRTw1c.zh-CN.vtt | 948 B | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.en.vtt | 348 B | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.es-ES.vtt | 362 B | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.es.vtt | 359 B | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.it.vtt | 361 B | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.ja-JP.vtt | 360 B | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.ja.vtt | 356 B | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.mp4 | 2.34 MB | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.pt-PT.vtt | 387 B | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.pt.vtt | 384 B | ||
| 14. Normalized Sense Function - Artificial Intelligence for Robotics-GqWszyHTYas.zh-CN.vtt | 367 B | ||
| 14. Normalized Sense Function.html | 10.6 KB | ||
| 15. Notebook Normalized Sense Function.html | 9.83 KB | ||
| 16. Answer Normalized Sense Function.html | 10.7 KB | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.en.vtt | 659 B | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.es-ES.vtt | 695 B | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.es.vtt | 693 B | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.it.vtt | 724 B | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.ja-JP.vtt | 674 B | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.ja.vtt | 623 B | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.mp4 | 1006.78 KB | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.pt-PT.vtt | 685 B | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.pt.vtt | 682 B | ||
| 16. Normalized Sense Function Solution - Artificial Intelligence for Robotics-UX3W8TUKbJ0.zh-CN.vtt | 623 B | ||
| 17. 16 Test Sense Function V1-gytbuOI9-3g.en.vtt | 1.32 KB | ||
| 17. 16 Test Sense Function V1-gytbuOI9-3g.mp4 | 1.57 MB | ||
| 17. 16 Test Sense Function V1-gytbuOI9-3g.zh-CN.vtt | 1.16 KB | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.en.vtt | 503 B | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.es-ES.vtt | 575 B | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.es.vtt | 573 B | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.it.vtt | 501 B | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.ja-JP.vtt | 493 B | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.ja.vtt | 500 B | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.mp4 | 3.47 MB | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.pt-PT.vtt | 506 B | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.pt.vtt | 503 B | ||
| 17. Test Sense Function Solution - Artificial Intelligence for Robotics-F8AHaaJVmkw.zh-CN.vtt | 487 B | ||
| 17. Test Sense Function.html | 11.06 KB | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.en.vtt | 786 B | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.es-ES.vtt | 789 B | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.es.vtt | 787 B | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.it.vtt | 785 B | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.ja-JP.vtt | 761 B | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.ja.vtt | 722 B | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.mp4 | 4.1 MB | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.pt-PT.vtt | 641 B | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.pt.vtt | 639 B | ||
| 18. Multiple Measurements - Artificial Intelligence for Robotics-gDO4sF8gR9k.zh-CN.vtt | 779 B | ||
| 18. Multiple Measurements.html | 10.54 KB | ||
| 19. Notebook Multiple Measurements.html | 9.82 KB | ||
| 20. Answer Multiple Measurements.html | 10.98 KB | ||
| 20. Multiple Measurements Solution - Artificial Intelligence for Robotics--3qTapGGa-8.en.vtt | 1.03 KB | ||
| 20. Multiple Measurements Solution - Artificial Intelligence for Robotics--3qTapGGa-8.es-ES.vtt | 1.1 KB | ||
| 20. Multiple Measurements Solution - Artificial Intelligence for Robotics--3qTapGGa-8.es.vtt | 1.1 KB | ||
| 20. Multiple Measurements Solution - Artificial Intelligence for Robotics--3qTapGGa-8.it.vtt | 1.07 KB | ||
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| 20. Multiple Measurements Solution - Artificial Intelligence for Robotics--3qTapGGa-8.mp4 | 1.82 MB | ||
| 20. Multiple Measurements Solution - Artificial Intelligence for Robotics--3qTapGGa-8.pt-PT.vtt | 1.1 KB | ||
| 20. Multiple Measurements Solution - Artificial Intelligence for Robotics--3qTapGGa-8.pt.vtt | 1.1 KB | ||
| 20. Multiple Measurements Solution - Artificial Intelligence for Robotics--3qTapGGa-8.zh-CN.vtt | 1.02 KB | ||
| 21. 18 Exact Motion V1-mNXm1wjTumY.en.vtt | 1.08 KB | ||
| 21. 18 Exact Motion V1-mNXm1wjTumY.mp4 | 708.57 KB | ||
| 21. 18 Exact Motion V1-mNXm1wjTumY.zh-CN.vtt | 954 B | ||
| 21. Exact Motion .html | 10.42 KB | ||
| 22. Move Function - Artificial Intelligence for Robotics-wfjE0mVADIk.en.vtt | 1.37 KB | ||
| 22. Move Function - Artificial Intelligence for Robotics-wfjE0mVADIk.es-ES.vtt | 1.47 KB | ||
| 22. Move Function - Artificial Intelligence for Robotics-wfjE0mVADIk.es.vtt | 1.47 KB | ||
| 22. Move Function - Artificial Intelligence for Robotics-wfjE0mVADIk.it.vtt | 1.36 KB | ||
| 22. Move Function - Artificial Intelligence for Robotics-wfjE0mVADIk.ja-JP.vtt | 1.4 KB | ||
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| 22. Move Function - Artificial Intelligence for Robotics-wfjE0mVADIk.mp4 | 3.04 MB | ||
| 22. Move Function - Artificial Intelligence for Robotics-wfjE0mVADIk.pt-PT.vtt | 1.41 KB | ||
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| 22. Move Function - Artificial Intelligence for Robotics-wfjE0mVADIk.zh-CN.vtt | 1.3 KB | ||
| 22. Move Function.html | 10.42 KB | ||
| 23. Notebook Move Function.html | 9.79 KB | ||
| 24. Answer Move Function.html | 10.54 KB | ||
| 24. Move Function Solution - Artificial Intelligence for Robotics-TnFq6hufsYs.en.vtt | 1.48 KB | ||
| 24. Move Function Solution - Artificial Intelligence for Robotics-TnFq6hufsYs.es-ES.vtt | 1.56 KB | ||
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| 24. Move Function Solution - Artificial Intelligence for Robotics-TnFq6hufsYs.it.vtt | 1.49 KB | ||
| 24. Move Function Solution - Artificial Intelligence for Robotics-TnFq6hufsYs.ja-JP.vtt | 1.57 KB | ||
| 24. Move Function Solution - Artificial Intelligence for Robotics-TnFq6hufsYs.ja.vtt | 1.5 KB | ||
| 24. Move Function Solution - Artificial Intelligence for Robotics-TnFq6hufsYs.mp4 | 2.63 MB | ||
| 24. Move Function Solution - Artificial Intelligence for Robotics-TnFq6hufsYs.pt-PT.vtt | 1.5 KB | ||
| 24. Move Function Solution - Artificial Intelligence for Robotics-TnFq6hufsYs.pt.vtt | 1.5 KB | ||
| 24. Move Function Solution - Artificial Intelligence for Robotics-TnFq6hufsYs.zh-CN.vtt | 1.42 KB | ||
| 25. 20 Inexact Motion 1 V3-hHAwFNsIp1c.en.vtt | 2.26 KB | ||
| 25. 20 Inexact Motion 1 V3-hHAwFNsIp1c.mp4 | 1.97 MB | ||
| 25. 20 Inexact Motion 1 V3-hHAwFNsIp1c.zh-CN.vtt | 1.88 KB | ||
| 25. Inexact Motion.html | 10.58 KB | ||
| 26. Inexact Move Function - Artificial Intelligence for Robotics-68Kao9dkIKA.en.vtt | 263 B | ||
| 26. Inexact Move Function - Artificial Intelligence for Robotics-68Kao9dkIKA.es-ES.vtt | 351 B | ||
| 26. Inexact Move Function - Artificial Intelligence for Robotics-68Kao9dkIKA.it.vtt | 320 B | ||
| 26. Inexact Move Function - Artificial Intelligence for Robotics-68Kao9dkIKA.ja-JP.vtt | 278 B | ||
| 26. Inexact Move Function - Artificial Intelligence for Robotics-68Kao9dkIKA.ja.vtt | 262 B | ||
| 26. Inexact Move Function - Artificial Intelligence for Robotics-68Kao9dkIKA.mp4 | 474.58 KB | ||
| 26. Inexact Move Function - Artificial Intelligence for Robotics-68Kao9dkIKA.pt-PT.vtt | 255 B | ||
| 26. Inexact Move Function - Artificial Intelligence for Robotics-68Kao9dkIKA.pt.vtt | 252 B | ||
| 26. Inexact Move Function - Artificial Intelligence for Robotics-68Kao9dkIKA.zh-CN.vtt | 250 B | ||
| 26. Inexact Move Function.html | 10.39 KB | ||
| 27. Notebook Inexact Move Function.html | 9.82 KB | ||
| 28. Answer Inexact Move Function.html | 10.49 KB | ||
| 28. Inexact Move Function Solution - Artificial Intelligence for Robotics-QCnPJcNprEU.en.vtt | 940 B | ||
| 28. Inexact Move Function Solution - Artificial Intelligence for Robotics-QCnPJcNprEU.es-ES.vtt | 961 B | ||
| 28. Inexact Move Function Solution - Artificial Intelligence for Robotics-QCnPJcNprEU.it.vtt | 966 B | ||
| 28. Inexact Move Function Solution - Artificial Intelligence for Robotics-QCnPJcNprEU.ja-JP.vtt | 982 B | ||
| 28. Inexact Move Function Solution - Artificial Intelligence for Robotics-QCnPJcNprEU.ja.vtt | 951 B | ||
| 28. Inexact Move Function Solution - Artificial Intelligence for Robotics-QCnPJcNprEU.mp4 | 1.63 MB | ||
| 28. Inexact Move Function Solution - Artificial Intelligence for Robotics-QCnPJcNprEU.pt-PT.vtt | 961 B | ||
| 28. Inexact Move Function Solution - Artificial Intelligence for Robotics-QCnPJcNprEU.pt.vtt | 958 B | ||
| 28. Inexact Move Function Solution - Artificial Intelligence for Robotics-QCnPJcNprEU.zh-CN.vtt | 874 B | ||
| 29. 24 Limit Distribution Quiz V3-NJvalJwjz18.en.vtt | 1.52 KB | ||
| 29. 24 Limit Distribution Quiz V3-NJvalJwjz18.mp4 | 1.15 MB | ||
| 29. 24 Limit Distribution Quiz V3-NJvalJwjz18.zh-CN.vtt | 1.21 KB | ||
| 29. Limit Distribution.html | 10.9 KB | ||
| 30. Move Twice - Artificial Intelligence for Robotics-sKiumVTdpgY.en.vtt | 337 B | ||
| 30. Move Twice - Artificial Intelligence for Robotics-sKiumVTdpgY.es-ES.vtt | 378 B | ||
| 30. Move Twice - Artificial Intelligence for Robotics-sKiumVTdpgY.it.vtt | 345 B | ||
| 30. Move Twice - Artificial Intelligence for Robotics-sKiumVTdpgY.ja-JP.vtt | 377 B | ||
| 30. Move Twice - Artificial Intelligence for Robotics-sKiumVTdpgY.ja.vtt | 340 B | ||
| 30. Move Twice - Artificial Intelligence for Robotics-sKiumVTdpgY.mp4 | 2.37 MB | ||
| 30. Move Twice - Artificial Intelligence for Robotics-sKiumVTdpgY.pt-PT.vtt | 351 B | ||
| 30. Move Twice - Artificial Intelligence for Robotics-sKiumVTdpgY.pt.vtt | 348 B | ||
| 30. Move Twice - Artificial Intelligence for Robotics-sKiumVTdpgY.zh-CN.vtt | 309 B | ||
| 30. Move Twice Solution - Artificial Intelligence for Robotics-oqlgQa1IdcY.en.vtt | 290 B | ||
| 30. Move Twice Solution - Artificial Intelligence for Robotics-oqlgQa1IdcY.es-ES.vtt | 310 B | ||
| 30. Move Twice Solution - Artificial Intelligence for Robotics-oqlgQa1IdcY.it.vtt | 295 B | ||
| 30. Move Twice Solution - Artificial Intelligence for Robotics-oqlgQa1IdcY.ja-JP.vtt | 309 B | ||
| 30. Move Twice Solution - Artificial Intelligence for Robotics-oqlgQa1IdcY.ja.vtt | 304 B | ||
| 30. Move Twice Solution - Artificial Intelligence for Robotics-oqlgQa1IdcY.mp4 | 1.99 MB | ||
| 30. Move Twice Solution - Artificial Intelligence for Robotics-oqlgQa1IdcY.pt-PT.vtt | 287 B | ||
| 30. Move Twice Solution - Artificial Intelligence for Robotics-oqlgQa1IdcY.pt.vtt | 284 B | ||
| 30. Move Twice Solution - Artificial Intelligence for Robotics-oqlgQa1IdcY.zh-CN.vtt | 255 B | ||
| 30. Move Twice.html | 11.76 KB | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.en.vtt | 203 B | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.es-ES.vtt | 218 B | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.es-MX.vtt | 216 B | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.it.vtt | 215 B | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.ja-JP.vtt | 215 B | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.ja.vtt | 211 B | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.mp4 | 922.19 KB | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.pt-PT.vtt | 209 B | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.pt.vtt | 206 B | ||
| 31. Move 1000 - Artificial Intelligence for Robotics-x2o1g3J-1nw.zh-CN.vtt | 175 B | ||
| 31. Move 1000.html | 10.38 KB | ||
| 32. Notebook Multiple Moves.html | 9.78 KB | ||
| 33. 27 Sense And Move V2-v2dYzm6-YVs.en.vtt | 2.85 KB | ||
| 33. 27 Sense And Move V2-v2dYzm6-YVs.mp4 | 3.28 MB | ||
| 33. 27 Sense And Move V2-v2dYzm6-YVs.zh-CN.vtt | 2.39 KB | ||
| 33. Sense and Move.html | 9.26 KB | ||
| 34. Notebook Sense and Move Cycle.html | 9.81 KB | ||
| 35. Answer Sense and Move.html | 10.39 KB | ||
| 35. Sense and Move Solution - Artificial Intelligence for Robotics-1s2dRczcu1A.en.vtt | 1.52 KB | ||
| 35. Sense and Move Solution - Artificial Intelligence for Robotics-1s2dRczcu1A.es-ES.vtt | 1.64 KB | ||
| 35. Sense and Move Solution - Artificial Intelligence for Robotics-1s2dRczcu1A.it.vtt | 1.58 KB | ||
| 35. Sense and Move Solution - Artificial Intelligence for Robotics-1s2dRczcu1A.ja-JP.vtt | 1.69 KB | ||
| 35. Sense and Move Solution - Artificial Intelligence for Robotics-1s2dRczcu1A.ja.vtt | 1.57 KB | ||
| 35. Sense and Move Solution - Artificial Intelligence for Robotics-1s2dRczcu1A.mp4 | 9.74 MB | ||
| 35. Sense and Move Solution - Artificial Intelligence for Robotics-1s2dRczcu1A.pt-PT.vtt | 1.58 KB | ||
| 35. Sense and Move Solution - Artificial Intelligence for Robotics-1s2dRczcu1A.pt.vtt | 1.58 KB | ||
| 35. Sense and Move Solution - Artificial Intelligence for Robotics-1s2dRczcu1A.zh-CN.vtt | 1.45 KB | ||
| 36. Sense And Move 2 Solution Director_SCut-7gl2GF-laOQ.en.vtt | 1.89 KB | ||
| 36. Sense And Move 2 Solution Director_SCut-7gl2GF-laOQ.mp4 | 4.32 MB | ||
| 36. Sense And Move 2 Solution Director_SCut-7gl2GF-laOQ.zh-CN.vtt | 1.65 KB | ||
| 36. Sense and Move 2 - Artificial Intelligence for Robotics--wT7h9Gdm_8.en.vtt | 313 B | ||
| 36. Sense and Move 2 - Artificial Intelligence for Robotics--wT7h9Gdm_8.es-ES.vtt | 348 B | ||
| 36. Sense and Move 2 - Artificial Intelligence for Robotics--wT7h9Gdm_8.it.vtt | 352 B | ||
| 36. Sense and Move 2 - Artificial Intelligence for Robotics--wT7h9Gdm_8.ja-JP.vtt | 375 B | ||
| 36. Sense and Move 2 - Artificial Intelligence for Robotics--wT7h9Gdm_8.ja.vtt | 365 B | ||
| 36. Sense and Move 2 - Artificial Intelligence for Robotics--wT7h9Gdm_8.mp4 | 689.02 KB | ||
| 36. Sense and Move 2 - Artificial Intelligence for Robotics--wT7h9Gdm_8.pt-PT.vtt | 341 B | ||
| 36. Sense and Move 2 - Artificial Intelligence for Robotics--wT7h9Gdm_8.pt.vtt | 338 B | ||
| 36. Sense and Move 2 - Artificial Intelligence for Robotics--wT7h9Gdm_8.zh-CN.vtt | 344 B | ||
| 36. Sense and Move 2.html | 10.97 KB | ||
| 37. Localization Summary.html | 10.76 KB | ||
| 38. C++ Elective _ Implementation.html | 10.97 KB | ||
| 38. Lesson Overview C++-lR3PH3bL-9U.en.vtt | 1.91 KB | ||
| 38. Lesson Overview C++-lR3PH3bL-9U.mp4 | 7.4 MB | ||
| 38. Lesson Overview C++-lR3PH3bL-9U.zh-CN.vtt | 1.67 KB | ||
| img.zip | 1.13 MB | ||
| index.html | 7.17 KB | ||
| Part 04-Module 01-Lesson 03_Mini-project 2D Histogram Filter | |||
| 01. Project Overview-uaWZNKGTtgM.en.vtt | 549 B | ||
| 01. Project Overview-uaWZNKGTtgM.mp4 | 2.17 MB | ||
| 01. Project Overview-uaWZNKGTtgM.zh-CN.vtt | 511 B | ||
| 01. Project Overview.html | 5.91 KB | ||
| 02. Notebook - Two Dimensional Histogram Filter.html | 6.13 KB | ||
| 03. Testing on Your Own.html | 5.46 KB | ||
| index.html | 4.34 KB | ||
| Part 04-Module 01-Lesson 04_Introduction to Kalman Filters | |||
| 01. Kalman Filters and Linear Algebra.html | 9.34 KB | ||
| 01. 矩阵介绍-Ugx3mldc0lE.en.vtt | 1.03 KB | ||
| 01. 矩阵介绍-Ugx3mldc0lE.mp4 | 4.15 MB | ||
| 01. 矩阵介绍-Ugx3mldc0lE.zh-CN.vtt | 1.02 KB | ||
| 02. Introduction-XZL934YQ-FQ.en.vtt | 1.89 KB | ||
| 02. Introduction-XZL934YQ-FQ.es-ES.vtt | 2.08 KB | ||
| 02. Introduction-XZL934YQ-FQ.es.vtt | 2.08 KB | ||
| 02. Introduction-XZL934YQ-FQ.ja.vtt | 2.12 KB | ||
| 02. Introduction-XZL934YQ-FQ.mp4 | 7.37 MB | ||
| 02. Introduction-XZL934YQ-FQ.pt-PT.vtt | 1.99 KB | ||
| 02. Introduction-XZL934YQ-FQ.pt.vtt | 1.99 KB | ||
| 02. Introduction-XZL934YQ-FQ.ru.vtt | 3.29 KB | ||
| 02. Introduction-XZL934YQ-FQ.zh-CN.vtt | 1.78 KB | ||
| 02. Introduction.html | 8.8 KB | ||
| 03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.en.vtt | 3.36 KB | ||
| 03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.mp4 | 4.74 MB | ||
| 03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.zh-CN.vtt | 2.79 KB | ||
| 03. Tracking Intro.html | 9.56 KB | ||
| 04. Answer Tracking Intro.html | 8.95 KB | ||
| 05. Gaussian Intro.html | 9.92 KB | ||
| 05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.en.vtt | 3.15 KB | ||
| 05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.mp4 | 2.71 MB | ||
| 05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.zh-CN.vtt | 2.57 KB | ||
| 06. Answer Gaussian Intro.html | 8.79 KB | ||
| 07. Quiz Variance and Preferred Gaussian.html | 10.96 KB | ||
| 08. Answer Variance and Preferred Gaussian.html | 9.07 KB | ||
| 09. Gaussian Function and Maximum.html | 10.38 KB | ||
| 09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.en.vtt | 846 B | ||
| 09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.es-ES.vtt | 869 B | ||
| 09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja-JP.vtt | 924 B | ||
| 09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja.vtt | 928 B | ||
| 09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.mp4 | 8.34 MB | ||
| 09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.zh-CN.vtt | 746 B | ||
| 09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.en.vtt | 397 B | ||
| 09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.es-ES.vtt | 408 B | ||
| 09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.ja-JP.vtt | 376 B | ||
| 09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.ja.vtt | 319 B | ||
| 09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.mp4 | 1.52 MB | ||
| 09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.zh-CN.vtt | 349 B | ||
| 10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.en.vtt | 1.64 KB | ||
| 10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.mp4 | 1.84 MB | ||
| 10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.zh-CN.vtt | 1.36 KB | ||
| 10. Quiz Shifting the Mean.html | 9.73 KB | ||
| 11. Answer Shifting the Mean.html | 8.3 KB | ||
| 11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.en.vtt | 632 B | ||
| 11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.mp4 | 451.32 KB | ||
| 11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.zh-CN.vtt | 533 B | ||
| 12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.en.vtt | 979 B | ||
| 12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.mp4 | 768.11 KB | ||
| 12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.zh-CN.vtt | 859 B | ||
| 12. Quiz Predicting the Peak.html | 9.68 KB | ||
| 13. Answer Predicting the Peak.html | 8.32 KB | ||
| 13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.en.vtt | 815 B | ||
| 13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.mp4 | 677.46 KB | ||
| 13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.zh-CN.vtt | 686 B | ||
| 14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.en.vtt | 2.4 KB | ||
| 14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.mp4 | 2.14 MB | ||
| 14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.zh-CN.vtt | 2.12 KB | ||
| 14. Quiz Parameter Update.html | 10.01 KB | ||
| 15. Answer Parameter Update.html | 8.47 KB | ||
| 15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.en.vtt | 680 B | ||
| 15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.mp4 | 574.57 KB | ||
| 15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.zh-CN.vtt | 517 B | ||
| 16. Notebook New Mean and Variance.html | 8.75 KB | ||
| 17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.en.vtt | 983 B | ||
| 17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.es-ES.vtt | 1.02 KB | ||
| 17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.ja-JP.vtt | 1.04 KB | ||
| 17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.ja.vtt | 1.04 KB | ||
| 17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.mp4 | 1.4 MB | ||
| 17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.ru.vtt | 1.44 KB | ||
| 17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.zh-CN.vtt | 891 B | ||
| 17. Solution New Mean and Variance.html | 9.09 KB | ||
| 18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.en.vtt | 3.6 KB | ||
| 18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.mp4 | 3.04 MB | ||
| 18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.zh-CN.vtt | 3.06 KB | ||
| 18. Quiz Gaussian Motion.html | 10.05 KB | ||
| 19. Answer Gaussian Motion.html | 8.32 KB | ||
| 20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.en.vtt | 762 B | ||
| 20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.es-ES.vtt | 819 B | ||
| 20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.ja-JP.vtt | 812 B | ||
| 20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.ja.vtt | 697 B | ||
| 20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.mp4 | 1.2 MB | ||
| 20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.zh-CN.vtt | 717 B | ||
| 20. Predict Function.html | 8.8 KB | ||
| 21. Notebook Predict Function.html | 8.73 KB | ||
| 22. Answer Predict Function.html | 8.87 KB | ||
| 22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.en.vtt | 297 B | ||
| 22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.es-ES.vtt | 314 B | ||
| 22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.ja-JP.vtt | 317 B | ||
| 22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.ja.vtt | 340 B | ||
| 22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.mp4 | 1.37 MB | ||
| 22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.zh-CN.vtt | 292 B | ||
| 23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.en.vtt | 2.1 KB | ||
| 23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.es-ES.vtt | 2.19 KB | ||
| 23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.ja-JP.vtt | 2.17 KB | ||
| 23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.ja.vtt | 1.99 KB | ||
| 23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.mp4 | 4.76 MB | ||
| 23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.ru.vtt | 3.26 KB | ||
| 23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.zh-CN.vtt | 1.85 KB | ||
| 23. Kalman Filter Code.html | 8.97 KB | ||
| 24. Notebook 1D Kalman Filter.html | 8.73 KB | ||
| 25. Answer 1D Kalman Filter.html | 8.89 KB | ||
| 25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.en.vtt | 5.76 KB | ||
| 25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.es-ES.vtt | 6.15 KB | ||
| 25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.ja-JP.vtt | 6.26 KB | ||
| 25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.ja.vtt | 4.87 KB | ||
| 25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.mp4 | 14 MB | ||
| 25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.zh-CN.vtt | 5.34 KB | ||
| 26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.en.vtt | 3.23 KB | ||
| 26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.mp4 | 2.53 MB | ||
| 26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.zh-CN.vtt | 2.69 KB | ||
| 26. Kalman Prediction.html | 8.25 KB | ||
| 27. Next Motion Models and State.html | 8.64 KB | ||
| img.zip | 2.12 MB | ||
| index.html | 6.4 KB | ||
| Part 04-Module 01-Lesson 05_Representing State and Motion | |||
| 01. Localization Steps-4SiMoSTf4rQ.en.vtt | 2.94 KB | ||
| 01. Localization Steps-4SiMoSTf4rQ.mp4 | 4.06 MB | ||
| 01. Localization Steps-4SiMoSTf4rQ.zh-CN.vtt | 2.69 KB | ||
| 01. Localization Steps.html | 11.75 KB | ||
| 02. Intro To State-zfilXYrW4Gk.en.vtt | 1.43 KB | ||
| 02. Intro To State-zfilXYrW4Gk.mp4 | 1.13 MB | ||
| 02. Intro To State-zfilXYrW4Gk.zh-CN.vtt | 1.29 KB | ||
| 02. Intro to State.html | 10.45 KB | ||
| 03. Motion Models-qSdbn_PVQnk.en.vtt | 2.5 KB | ||
| 03. Motion Models-qSdbn_PVQnk.mp4 | 2.07 MB | ||
| 03. Motion Models-qSdbn_PVQnk.zh-CN.vtt | 2.17 KB | ||
| 03. Motion Models.html | 10.35 KB | ||
| 04. Quiz Predicting State.html | 10.44 KB | ||
| 05. A Different Model-Mh0g-SMpMI4.en.vtt | 1.74 KB | ||
| 05. A Different Model-Mh0g-SMpMI4.mp4 | 1.55 MB | ||
| 05. A Different Model-Mh0g-SMpMI4.zh-CN.vtt | 1.6 KB | ||
| 05. A Different Model.html | 13.5 KB | ||
| 06. Kinematics.html | 14.02 KB | ||
| 07. Quantifying State-9zMbwSqTZAc.en.vtt | 1.48 KB | ||
| 07. Quantifying State-9zMbwSqTZAc.mp4 | 5.01 MB | ||
| 07. Quantifying State-9zMbwSqTZAc.zh-CN.vtt | 1.33 KB | ||
| 07. Quantifying State.html | 11.9 KB | ||
| 08. Lesson Outline-jh7wLGXrm3E.en.vtt | 904 B | ||
| 08. Lesson Outline-jh7wLGXrm3E.mp4 | 2.86 MB | ||
| 08. Lesson Outline-jh7wLGXrm3E.zh-CN.vtt | 824 B | ||
| 08. Lesson Outline.html | 8.64 KB | ||
| 09. Always Moving-EQBQlHvxAQA.en.vtt | 3.2 KB | ||
| 09. Always Moving-EQBQlHvxAQA.mp4 | 3.65 MB | ||
| 09. Always Moving-EQBQlHvxAQA.zh-CN.vtt | 2.75 KB | ||
| 09. Always Moving.html | 12.03 KB | ||
| 10. Car Object-SnfhGZ76h7Y.en.vtt | 4.72 KB | ||
| 10. Car Object-SnfhGZ76h7Y.mp4 | 5.12 MB | ||
| 10. Car Object-SnfhGZ76h7Y.zh-CN.vtt | 4.46 KB | ||
| 10. Car Object.html | 10.05 KB | ||
| 11. Interacting with a Car Object.html | 8.15 KB | ||
| 12. Look at the Class Code.html | 8.35 KB | ||
| 13. Turn Right.html | 9 KB | ||
| 14. Adding Color.html | 7.64 KB | ||
| 14. Nd113 C2 L3 20 L Adding Color V2-iltQBIpbCSw.en.vtt | 5.41 KB | ||
| 14. Nd113 C2 L3 20 L Adding Color V2-iltQBIpbCSw.mp4 | 6.06 MB | ||
| 14. Nd113 C2 L3 20 L Adding Color V2-iltQBIpbCSw.zh-CN.vtt | 4.67 KB | ||
| 15. Instantiate Multiple Cars.html | 8.13 KB | ||
| 16. Color Class.html | 8.54 KB | ||
| 17. Overloading Functions.html | 10.53 KB | ||
| 18. Overloading Color Addition.html | 8.14 KB | ||
| 19. State Vector-st26ov_TVwM.en.vtt | 1.49 KB | ||
| 19. State Vector-st26ov_TVwM.mp4 | 5.12 MB | ||
| 19. State Vector-st26ov_TVwM.zh-CN.vtt | 1.35 KB | ||
| 19. State Vector.html | 8.81 KB | ||
| 20. State Transformation Matrix-DRRuQMYo800.en.vtt | 3.97 KB | ||
| 20. State Transformation Matrix-DRRuQMYo800.mp4 | 3.21 MB | ||
| 20. State Transformation Matrix-DRRuQMYo800.zh-CN.vtt | 3.6 KB | ||
| 20. State Transformation Matrix.html | 11.15 KB | ||
| 21. Matrix Multiplication.html | 12.98 KB | ||
| 22. 1D State Vector and More Multiplication.html | 10.42 KB | ||
| 23. Modify Predict State.html | 8.13 KB | ||
| 24. Working With Matrices-nruxu8pr6i8.en.vtt | 951 B | ||
| 24. Working With Matrices-nruxu8pr6i8.mp4 | 3.27 MB | ||
| 24. Working With Matrices-nruxu8pr6i8.zh-CN.vtt | 853 B | ||
| 24. Working with Matrices.html | 8.34 KB | ||
| img.zip | 800.23 KB | ||
| index.html | 5.88 KB | ||
| Part 04-Module 01-Lesson 06_Matrices and Transformation of State | |||
| 01. Kalman Filter Land RENDER 1 V1-6xupqulu0bc.en.vtt | 3.43 KB | ||
| 01. Kalman Filter Land RENDER 1 V1-6xupqulu0bc.mp4 | 3.27 MB | ||
| 01. Kalman Filter Land RENDER 1 V1-6xupqulu0bc.zh-CN.vtt | 2.84 KB | ||
| 01. Kalman Filter Land.html | 8.59 KB | ||
| 02. Kalman Filter Prediction.html | 9.3 KB | ||
| 02. QUIZ Kalman Filter Prediction 01 RENDER V2-DjoBJNLzhj8.en.vtt | 2.02 KB | ||
| 02. QUIZ Kalman Filter Prediction 01 RENDER V2-DjoBJNLzhj8.mp4 | 1.66 MB | ||
| 02. QUIZ Kalman Filter Prediction 01 RENDER V2-DjoBJNLzhj8.zh-CN.vtt | 1.77 KB | ||
| 02. QUIZ Kalman Filter Prediction 02 RENDER V2-OelWLjfdSyw.en.vtt | 736 B | ||
| 02. QUIZ Kalman Filter Prediction 02 RENDER V2-OelWLjfdSyw.mp4 | 526.05 KB | ||
| 02. QUIZ Kalman Filter Prediction 02 RENDER V2-OelWLjfdSyw.zh-CN.vtt | 609 B | ||
| 03. Another Prediction.html | 9.24 KB | ||
| 03. QUIZ Another Prediction 01 RENDER V1-wdSkHh-6U4Y.en.vtt | 341 B | ||
| 03. QUIZ Another Prediction 01 RENDER V1-wdSkHh-6U4Y.mp4 | 267.66 KB | ||
| 03. QUIZ Another Prediction 01 RENDER V1-wdSkHh-6U4Y.zh-CN.vtt | 262 B | ||
| 03. QUIZ Another Prediction 02 RENDER V1-RfzQ5MbVNeQ.en.vtt | 410 B | ||
| 03. QUIZ Another Prediction 02 RENDER V1-RfzQ5MbVNeQ.mp4 | 273.59 KB | ||
| 03. QUIZ Another Prediction 02 RENDER V1-RfzQ5MbVNeQ.zh-CN.vtt | 350 B | ||
| 04. More Kalman FIlters.html | 8.86 KB | ||
| 04. More Kalman Filters RENDER V2-5QYGm4D9z6Y.en.vtt | 5.64 KB | ||
| 04. More Kalman Filters RENDER V2-5QYGm4D9z6Y.mp4 | 4.55 MB | ||
| 04. More Kalman Filters RENDER V2-5QYGm4D9z6Y.zh-CN.vtt | 4.79 KB | ||
| 05. A Note on Notation.html | 10.1 KB | ||
| 06. KALMAN Kalman Filter Design RENDER V2-7C_tsAr8PNM.en.vtt | 3.82 KB | ||
| 06. KALMAN Kalman Filter Design RENDER V2-7C_tsAr8PNM.mp4 | 3.57 MB | ||
| 06. KALMAN Kalman Filter Design RENDER V2-7C_tsAr8PNM.zh-CN.vtt | 3.16 KB | ||
| 06. Kalman Filter Design.html | 9.04 KB | ||
| 07. Let_s Look at Where We Are.html | 9.48 KB | ||
| 08. Nd113 C2 L3 08 L The Kalman Filter Equations V2-X9UUpk5URuw.en.vtt | 2.67 KB | ||
| 08. Nd113 C2 L3 08 L The Kalman Filter Equations V2-X9UUpk5URuw.mp4 | 7.49 MB | ||
| 08. Nd113 C2 L3 08 L The Kalman Filter Equations V2-X9UUpk5URuw.zh-CN.vtt | 2.38 KB | ||
| 08. The Kalman Filter Equations.html | 8.7 KB | ||
| 09. Nd113 C2 L3 09 L Simplifying The Kalman Filter Equations V3-UpC0D-SEtD0.en.vtt | 4.11 KB | ||
| 09. Nd113 C2 L3 09 L Simplifying The Kalman Filter Equations V3-UpC0D-SEtD0.mp4 | 3.8 MB | ||
| 09. Nd113 C2 L3 09 L Simplifying The Kalman Filter Equations V3-UpC0D-SEtD0.zh-CN.vtt | 3.72 KB | ||
| 09. Simplifying the Kalman Filter Equations.html | 10.12 KB | ||
| 10. The Rest of the Lesson.html | 9.21 KB | ||
| 11. Representing State with Matrices.html | 21.06 KB | ||
| 12. Kalman Equation Reference.html | 10.58 KB | ||
| 13. What is a vector.html | 10.29 KB | ||
| 14. Vectors in Python.html | 13.87 KB | ||
| 15. Coding Vectors.html | 9.06 KB | ||
| 16. Coding Vectors (solution).html | 9.09 KB | ||
| 17. Guide to Mathematical Notation.html | 9.1 KB | ||
| 18. Matrices in Python.html | 19.27 KB | ||
| 19. Coding Matrices.html | 9.06 KB | ||
| 20. Coding Matrices (Solution).html | 9.08 KB | ||
| 21. Matrix Addition.html | 14.35 KB | ||
| 22. Coding Matrix Addition.html | 9.08 KB | ||
| 23. Matrix Multiplication.html | 16.62 KB | ||
| 24. Coding Matrix Multiplication.html | 9.09 KB | ||
| 25. Transpose of a Matrix.html | 15.04 KB | ||
| 26. Coding the Transpose.html | 9.07 KB | ||
| 27. The Identity Matrix.html | 12.95 KB | ||
| 28. Coding Identity Matrix.html | 9.07 KB | ||
| 29. Matrix Inverse.html | 14.43 KB | ||
| 30. Coding Matrix Inverse.html | 9.08 KB | ||
| 31. Nd113 Matrices L3 12 V1-BRLmFGScL_k.en.vtt | 1.47 KB | ||
| 31. Nd113 Matrices L3 12 V1-BRLmFGScL_k.mp4 | 3.75 MB | ||
| 31. Nd113 Matrices L3 12 V1-BRLmFGScL_k.zh-CN.vtt | 1.39 KB | ||
| 31. What to Take Away from this Lesson.html | 8.78 KB | ||
| img.zip | 620.62 KB | ||
| index.html | 6.67 KB | ||
| Part 04-Module 01-Lesson 07_Simultaneous Localization and Mapping | |||
| 01. 02 SLAM V1-UVkkDPJshgM.en.vtt | 3.02 KB | ||
| 01. 02 SLAM V1-UVkkDPJshgM.mp4 | 4.18 MB | ||
| 01. 02 SLAM V1-UVkkDPJshgM.zh-CN.vtt | 2.79 KB | ||
| 01. Introduction to SLAM.html | 8.89 KB | ||
| 02. 03 Graph SLAM Quiz V2-OGBC9HrVqd4.en.vtt | 5.71 KB | ||
| 02. 03 Graph SLAM Quiz V2-OGBC9HrVqd4.mp4 | 5.54 MB | ||
| 02. 03 Graph SLAM Quiz V2-OGBC9HrVqd4.zh-CN.vtt | 4.88 KB | ||
| 02. Quiz Graph SLAM.html | 8.56 KB | ||
| 03. Answer Graph SLAM.html | 8.52 KB | ||
| 04. 04 Implementing Constraints Quiz V1-2V3ZF08TcX8.en.vtt | 2.78 KB | ||
| 04. 04 Implementing Constraints Quiz V1-2V3ZF08TcX8.mp4 | 2.46 MB | ||
| 04. 04 Implementing Constraints Quiz V1-2V3ZF08TcX8.zh-CN.vtt | 2.38 KB | ||
| 04. Quiz Implementing Constraints.html | 12.02 KB | ||
| 05. 05 Implementing Constraints Solution V1-uLmGavXEN64.en.vtt | 968 B | ||
| 05. 05 Implementing Constraints Solution V1-uLmGavXEN64.mp4 | 885.75 KB | ||
| 05. 05 Implementing Constraints Solution V1-uLmGavXEN64.zh-CN.vtt | 754 B | ||
| 05. Answer Implementing Constraints.html | 7.64 KB | ||
| 06. 06 Adding Landmarks Quiz V1-_JUCLtoh1CE.en.vtt | 937 B | ||
| 06. 06 Adding Landmarks Quiz V1-_JUCLtoh1CE.mp4 | 793.62 KB | ||
| 06. 06 Adding Landmarks Quiz V1-_JUCLtoh1CE.zh-CN.vtt | 764 B | ||
| 06. Quiz Adding Landmarks.html | 9.26 KB | ||
| 07. 07 Adding Landmarks Solution V1-vDfQNdUSclA.en.vtt | 647 B | ||
| 07. 07 Adding Landmarks Solution V1-vDfQNdUSclA.mp4 | 609.67 KB | ||
| 07. 07 Adding Landmarks Solution V1-vDfQNdUSclA.zh-CN.vtt | 505 B | ||
| 07. Answer Adding Landmarks.html | 7.59 KB | ||
| 08. Quiz Matrix Modification.html | 8.39 KB | ||
| 08. 08 Matrix Modification Quiz V1-e3zpWlM9IRg.en.vtt | 1.15 KB | ||
| 08. 08 Matrix Modification Quiz V1-e3zpWlM9IRg.mp4 | 1.06 MB | ||
| 08. 08 Matrix Modification Quiz V1-e3zpWlM9IRg.zh-CN.vtt | 982 B | ||
| 09. 09 Matrix Modification Solution V1-ntK0oz35VPQ.en.vtt | 1.13 KB | ||
| 09. 09 Matrix Modification Solution V1-ntK0oz35VPQ.mp4 | 988.79 KB | ||
| 09. 09 Matrix Modification Solution V1-ntK0oz35VPQ.zh-CN.vtt | 970 B | ||
| 09. Answer Matrix Modification.html | 7.61 KB | ||
| 10. 10 Untouched Fields QUIZ RENDER V2-V9qbWSqqKwg.en.vtt | 723 B | ||
| 10. 10 Untouched Fields QUIZ RENDER V2-V9qbWSqqKwg.mp4 | 540.98 KB | ||
| 10. 10 Untouched Fields QUIZ RENDER V2-V9qbWSqqKwg.zh-CN.vtt | 660 B | ||
| 10. Quiz Untouched Fields.html | 8.31 KB | ||
| 11. 11 Untouched Fields Solution RENDER V2-cKFEdCwBGqo.en.vtt | 1.71 KB | ||
| 11. 11 Untouched Fields Solution RENDER V2-cKFEdCwBGqo.mp4 | 1.5 MB | ||
| 11. 11 Untouched Fields Solution RENDER V2-cKFEdCwBGqo.zh-CN.vtt | 1.5 KB | ||
| 11. Answer Untouched Fields.html | 7.61 KB | ||
| 12. 12 Omega And Xi QUIZ RENDER V1-KqCBoAaa5jQ.en.vtt | 3.54 KB | ||
| 12. 12 Omega And Xi QUIZ RENDER V1-KqCBoAaa5jQ.mp4 | 4.75 MB | ||
| 12. 12 Omega And Xi QUIZ RENDER V1-KqCBoAaa5jQ.zh-CN.vtt | 2.84 KB | ||
| 12. Quiz Omega and Xi.html | 7.56 KB | ||
| 13. Notebook Omega and Xi .html | 8.05 KB | ||
| 14. Quiz Landmark Position.html | 8.05 KB | ||
| 15. Answer Landmark Position.html | 7.92 KB | ||
| 16. Notebook Including Sensor Measurements.html | 8.1 KB | ||
| 17. 15 Introducing Noise QUIZ RENDER V1-E_OI5DinFA0.en.vtt | 1.55 KB | ||
| 17. 15 Introducing Noise QUIZ RENDER V1-E_OI5DinFA0.mp4 | 1.23 MB | ||
| 17. 15 Introducing Noise QUIZ RENDER V1-E_OI5DinFA0.zh-CN.vtt | 1.3 KB | ||
| 17. Quiz Introducing Noise.html | 9.28 KB | ||
| 18. 16 Introducing Noise Solution RENDER V1-X5kh82oke5w.en.vtt | 3.52 KB | ||
| 18. 16 Introducing Noise Solution RENDER V1-X5kh82oke5w.mp4 | 3.21 MB | ||
| 18. 16 Introducing Noise Solution RENDER V1-X5kh82oke5w.zh-CN.vtt | 2.96 KB | ||
| 18. Answer Introducing Noise.html | 7.62 KB | ||
| 19. 17 Confident Measurements QUIZ RENDER V2-WRANOBm89I4.en.vtt | 4.03 KB | ||
| 19. 17 Confident Measurements QUIZ RENDER V2-WRANOBm89I4.mp4 | 3.03 MB | ||
| 19. 17 Confident Measurements QUIZ RENDER V2-WRANOBm89I4.zh-CN.vtt | 3.28 KB | ||
| 19. Confident Measurements.html | 7.62 KB | ||
| 20. Notebook Confident Measurements.html | 8.07 KB | ||
| 21. 18 Implementing SLAM QUIZ RENDER V1-Ptx33qEaUQQ.en.vtt | 4.8 KB | ||
| 21. 18 Implementing SLAM QUIZ RENDER V1-Ptx33qEaUQQ.mp4 | 13.61 MB | ||
| 21. 18 Implementing SLAM QUIZ RENDER V1-Ptx33qEaUQQ.zh-CN.vtt | 4.03 KB | ||
| 21. SLAM Summary.html | 7.94 KB | ||
| img.zip | 2.21 MB | ||
| index.html | 5.89 KB | ||
| Part 04-Module 01-Lesson 08_Optional Vehicle Motion and Calculus | |||
| 01. Introduction to Odometry.html | 9.46 KB | ||
| 01. 惯性导航-vWgG0d2HOVE.en.vtt | 2.05 KB | ||
| 01. 惯性导航-vWgG0d2HOVE.mp4 | 12.92 MB | ||
| 01. 惯性导航-vWgG0d2HOVE.zh-CN.vtt | 1.83 KB | ||
| 02. Inertial Navigation Sensors.html | 9.13 KB | ||
| 03. Plotting Position vs. Time.html | 9.2 KB | ||
| 04. Interpreting Position vs. Time Graphs.html | 12.59 KB | ||
| 04. Nd113 C6 L1 09 L Interpreting Position Vs Time Graphs V3-NAEasXHN_PU.en.vtt | 4.9 KB | ||
| 04. Nd113 C6 L1 09 L Interpreting Position Vs Time Graphs V3-NAEasXHN_PU.mp4 | 6.95 MB | ||
| 04. Nd113 C6 L1 09 L Interpreting Position Vs Time Graphs V3-NAEasXHN_PU.zh-CN.vtt | 4.31 KB | ||
| 05. A Typical Calculus Problem.html | 10.85 KB | ||
| 05. Nd113 C6 L1 14 L A Typical Calculus Problem Part2 V2-0ww_q51P8uY.en.vtt | 2.04 KB | ||
| 05. Nd113 C6 L1 14 L A Typical Calculus Problem Part2 V2-0ww_q51P8uY.mp4 | 4.45 MB | ||
| 05. Nd113 C6 L1 14 L A Typical Calculus Problem Part2 V2-0ww_q51P8uY.zh-CN.vtt | 1.77 KB | ||
| 06. How Odometers Work.html | 10.21 KB | ||
| 07. Speed from Position Data.html | 9.2 KB | ||
| 08. Position, Velocity, and Acceleration.html | 10.41 KB | ||
| 09. Implement an Accelerometer.html | 9.19 KB | ||
| 10. Differentiation Recap.html | 12.51 KB | ||
| 11. Acceleration Basics.html | 10 KB | ||
| 11. Nd113 C6 L2 03 L Acceleration Basics V2-ea6b4PZ7YXU.en.vtt | 2.48 KB | ||
| 11. Nd113 C6 L2 03 L Acceleration Basics V2-ea6b4PZ7YXU.mp4 | 3.76 MB | ||
| 11. Nd113 C6 L2 03 L Acceleration Basics V2-ea6b4PZ7YXU.zh-CN.vtt | 2.03 KB | ||
| 12. Plotting Elevator Acceleration.html | 9.2 KB | ||
| 13. 06 L Reasoning About Two Peaks H1 V1-bgPS1GO1EJs.en.vtt | 2.85 KB | ||
| 13. 06 L Reasoning About Two Peaks H1 V1-bgPS1GO1EJs.mp4 | 3.2 MB | ||
| 13. 06 L Reasoning About Two Peaks H1 V1-bgPS1GO1EJs.zh-CN.vtt | 2.42 KB | ||
| 13. Reasoning About Two Peaks.html | 11.96 KB | ||
| 14. 07 L The Integral Area Under A Curve H1 V2-QNvgwoIrsIE.en.vtt | 3.59 KB | ||
| 14. 07 L The Integral Area Under A Curve H1 V2-QNvgwoIrsIE.mp4 | 5.34 MB | ||
| 14. 07 L The Integral Area Under A Curve H1 V2-QNvgwoIrsIE.zh-CN.vtt | 2.91 KB | ||
| 14. Nd113 C6 07 L The Integral Area Under A Curve H1 V2-Nhpvh2dolcE.en.vtt | 2.64 KB | ||
| 14. Nd113 C6 07 L The Integral Area Under A Curve H1 V2-Nhpvh2dolcE.mp4 | 5.69 MB | ||
| 14. Nd113 C6 07 L The Integral Area Under A Curve H1 V2-Nhpvh2dolcE.zh-CN.vtt | 2.19 KB | ||
| 14. The Integral Area Under a Curve.html | 15.29 KB | ||
| 15. Approximating The Integral-9C05AHzI_I8.en.vtt | 3.8 KB | ||
| 15. Approximating The Integral-9C05AHzI_I8.mp4 | 8.57 MB | ||
| 15. Approximating The Integral-9C05AHzI_I8.zh-CN.vtt | 3.16 KB | ||
| 15. Approximating the Integral.html | 8.71 KB | ||
| 16. Approximating Integrals with Code.html | 9.22 KB | ||
| 17. Integrating Accelerometer Data.html | 9.19 KB | ||
| 18. Rate Gyros-TmnecSf80b0.en.vtt | 1.26 KB | ||
| 18. Rate Gyros-TmnecSf80b0.mp4 | 6.82 MB | ||
| 18. Rate Gyros-TmnecSf80b0.zh-CN.vtt | 1.09 KB | ||
| 18. Rate Gyros.html | 8.97 KB | ||
| 19. Integrating Rate Gyro Data.html | 9.19 KB | ||
| 20. Working with Real Data-WvEcWtAz-OQ.en.vtt | 1.51 KB | ||
| 20. Working with Real Data-WvEcWtAz-OQ.mp4 | 7.66 MB | ||
| 20. Working with Real Data-WvEcWtAz-OQ.zh-CN.vtt | 1.33 KB | ||
| 20. Working with Real Data.html | 8.9 KB | ||
| 21. Accumulating Errors.html | 9.18 KB | ||
| 22. Sensor Strengths and Weaknesses.html | 9.7 KB | ||
| 23. Summary and Back to Trigonometry.html | 9.06 KB | ||
| 24. Trigonometry And Vehicle Motion-WY3T-9GHI_0.en.vtt | 914 B | ||
| 24. Trigonometry And Vehicle Motion-WY3T-9GHI_0.ja-JP.vtt | 904 B | ||
| 24. Trigonometry And Vehicle Motion-WY3T-9GHI_0.mp4 | 2.09 MB | ||
| 24. Trigonometry And Vehicle Motion-WY3T-9GHI_0.zh-CN.vtt | 787 B | ||
| 24. Trigonometry and Vehicle Motion.html | 8.87 KB | ||
| 25. Solving Trig Problems Part1-qI4i845d7Qg.en.vtt | 2.38 KB | ||
| 25. Solving Trig Problems Part1-qI4i845d7Qg.ja-JP.vtt | 2.19 KB | ||
| 25. Solving Trig Problems Part1-qI4i845d7Qg.mp4 | 5.97 MB | ||
| 25. Solving Trig Problems Part1-qI4i845d7Qg.zh-CN.vtt | 1.95 KB | ||
| 25. Solving Trig Problems.html | 8.82 KB | ||
| 26. Keeping Track of x and y.html | 9.2 KB | ||
| 27. Keeping Track of x and y (solution).html | 9.2 KB | ||
| 28. Conclusion-gMbDqd4ItiU.en.vtt | 1.15 KB | ||
| 28. Conclusion-gMbDqd4ItiU.ja-JP.vtt | 1.37 KB | ||
| 28. Conclusion-gMbDqd4ItiU.mp4 | 5.72 MB | ||
| 28. Conclusion-gMbDqd4ItiU.zh-CN.vtt | 1.06 KB | ||
| 28. Conclusion.html | 8.94 KB | ||
| 29. Project Overview.html | 12.94 KB | ||
| 30. Lab - Reconstructing Trajectories.html | 9.09 KB | ||
| img.zip | 10.48 MB | ||
| index.html | 6.79 KB | ||
| Part 04-Module 01-Lesson 09_Project Landmark Detection _ Tracking (SLAM) | |||
| 01. Project Overview.html | 9.1 KB | ||
| 02. Project Landmark Detection _ Tracking (SLAM).html | 6.29 KB | ||
| Project Description - Landmark Detection _ Tracking (SLAM).html | 8.63 KB | ||
| Project Rubric - Landmark Detection _ Tracking (SLAM).html | 10.2 KB | ||
| img.zip | 142.37 KB | ||
| index.html | 4.61 KB | ||
| Part 05-Module 01-Lesson 01_Applying Deep Learning Models | |||
| 01. Style Transfer.html | 12.96 KB | ||
| 02. DeepTraffic.html | 6.89 KB | ||
| 02. Navegacao de trafico 3-az5ElmV4DhY.en-US.vtt | 7.75 KB | ||
| 02. Navegacao de trafico 3-az5ElmV4DhY.en.vtt | 7.35 KB | ||
| 02. Navegacao de trafico 3-az5ElmV4DhY.mp4 | 38.12 MB | ||
| 02. Navegacao de trafico 3-az5ElmV4DhY.pt-BR.vtt | 7.59 KB | ||
| 02. Navegacao de trafico 3-az5ElmV4DhY.zh-CN.vtt | 7.39 KB | ||
| 03. Flappy Bird.html | 7.75 KB | ||
| 04. Books to Read.html | 6.49 KB | ||
| img.zip | 1.54 MB | ||
| index.html | 4.31 KB | ||
| Part 06-Module 01-Lesson 01_Feedforward and Backpropagation | |||
| 01. Instructor.html | 5.92 KB | ||
| 02. Why Neural Networks.html | 5.98 KB | ||
| 02. 为何是神经网络-zAkzOZntK6Y.en.vtt | 1.38 KB | ||
| 02. 为何是神经网络-zAkzOZntK6Y.ja-JP.vtt | 1.63 KB | ||
| 02. 为何是神经网络-zAkzOZntK6Y.mp4 | 982.27 KB | ||
| 02. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt | 1.27 KB | ||
| 02. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt | 1.19 KB | ||
| 03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt | 3.02 KB | ||
| 03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.ja-JP.vtt | 3.38 KB | ||
| 03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4 | 2.83 MB | ||
| 03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt | 3.34 KB | ||
| 03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt | 2.76 KB | ||
| 03. Combinando modelos-Boy3zHVrWB4.en.vtt | 5.29 KB | ||
| 03. Combinando modelos-Boy3zHVrWB4.ja-JP.vtt | 5.81 KB | ||
| 03. Combinando modelos-Boy3zHVrWB4.mp4 | 4.73 MB | ||
| 03. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt | 5.29 KB | ||
| 03. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt | 4.64 KB | ||
| 03. Layers-pg99FkXYK0M.en.vtt | 3.4 KB | ||
| 03. Layers-pg99FkXYK0M.ja-JP.vtt | 3.7 KB | ||
| 03. Layers-pg99FkXYK0M.mp4 | 3.11 MB | ||
| 03. Layers-pg99FkXYK0M.pt-BR.vtt | 3.29 KB | ||
| 03. Layers-pg99FkXYK0M.zh-CN.vtt | 3.04 KB | ||
| 03. Multiclass Classification-uNTtvxwfox0.en.vtt | 2.08 KB | ||
| 03. Multiclass Classification-uNTtvxwfox0.ja-JP.vtt | 2.29 KB | ||
| 03. Multiclass Classification-uNTtvxwfox0.mp4 | 1.88 MB | ||
| 03. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt | 2.12 KB | ||
| 03. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt | 1.82 KB | ||
| 03. Neural Network Architecture.html | 10.97 KB | ||
| 04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt | 6.17 KB | ||
| 04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.ja-JP.vtt | 7.08 KB | ||
| 04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 | 5.33 MB | ||
| 04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt | 6.76 KB | ||
| 04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt | 5.36 KB | ||
| 04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt | 1.97 KB | ||
| 04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.ja-JP.vtt | 2.31 KB | ||
| 04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 | 1.72 MB | ||
| 04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt | 2.12 KB | ||
| 04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt | 1.69 KB | ||
| 04. Feedforward.html | 7.34 KB | ||
| 05. Backpropagation V2-1SmY3TZTyUk.en.vtt | 7.21 KB | ||
| 05. Backpropagation V2-1SmY3TZTyUk.ja-JP.vtt | 7.49 KB | ||
| 05. Backpropagation V2-1SmY3TZTyUk.mp4 | 6.52 MB | ||
| 05. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt | 7.17 KB | ||
| 05. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt | 6.39 KB | ||
| 05. Backpropagation.html | 10.31 KB | ||
| 05. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt | 3.41 KB | ||
| 05. Calculating The Gradient 1 -tVuZDbUrzzI.ja-JP.vtt | 3.52 KB | ||
| 05. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 | 3.31 MB | ||
| 05. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt | 3.44 KB | ||
| 05. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt | 2.91 KB | ||
| 05. Chain Rule-YAhIBOnbt54.en.vtt | 1.65 KB | ||
| 05. Chain Rule-YAhIBOnbt54.ja-JP.vtt | 1.64 KB | ||
| 05. Chain Rule-YAhIBOnbt54.mp4 | 1.46 MB | ||
| 05. Chain Rule-YAhIBOnbt54.pt-BR.vtt | 1.73 KB | ||
| 05. Chain Rule-YAhIBOnbt54.zh-CN.vtt | 1.42 KB | ||
| 05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt | 6.16 KB | ||
| 05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.ja-JP.vtt | 6.18 KB | ||
| 05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4 | 5.69 MB | ||
| 05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt | 6.5 KB | ||
| 05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt | 5.05 KB | ||
| img.zip | 474.16 KB | ||
| index.html | 4.44 KB | ||
| Part 06-Module 01-Lesson 02_Training Neural Networks | |||
| 01. Instructor.html | 6.89 KB | ||
| 02. Training Optimization-UiGKhx9pUYc.en.vtt | 824 B | ||
| 02. Training Optimization-UiGKhx9pUYc.mp4 | 2.96 MB | ||
| 02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt | 874 B | ||
| 02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt | 840 B | ||
| 02. Training Optimization.html | 6.9 KB | ||
| 03. Testing-EeBZpb-PSac.en.vtt | 2.41 KB | ||
| 03. Testing-EeBZpb-PSac.mp4 | 2 MB | ||
| 03. Testing-EeBZpb-PSac.pt-BR.vtt | 2.37 KB | ||
| 03. Testing-EeBZpb-PSac.zh-CN.vtt | 1.99 KB | ||
| 03. Testing.html | 6.81 KB | ||
| 04. Overfitting and Underfitting.html | 6.96 KB | ||
| 04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt | 7.49 KB | ||
| 04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 | 6.42 MB | ||
| 04. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt | 8.15 KB | ||
| 04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt | 6.54 KB | ||
| 05. Early Stopping.html | 6.89 KB | ||
| 05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt | 5.32 KB | ||
| 05. Model Complexity Graph-NnS0FJyVcDQ.mp4 | 4.9 MB | ||
| 05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt | 5.52 KB | ||
| 05. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt | 4.65 KB | ||
| 06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt | 1.15 KB | ||
| 06. DL 53 Q Regularization-KxROxcRsHL8.mp4 | 1.01 MB | ||
| 06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt | 1.16 KB | ||
| 06. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt | 1.02 KB | ||
| 06. Regularization.html | 7.93 KB | ||
| 07. Regularization 2.html | 6.85 KB | ||
| 07. Regularization-ndYnUrx8xvs.en.vtt | 8.07 KB | ||
| 07. Regularization-ndYnUrx8xvs.mp4 | 7.57 MB | ||
| 07. Regularization-ndYnUrx8xvs.pt-BR.vtt | 8.78 KB | ||
| 07. Regularization-ndYnUrx8xvs.zh-CN.vtt | 6.96 KB | ||
| 08. Dropout-Ty6K6YiGdBs.en.vtt | 4.71 KB | ||
| 08. Dropout-Ty6K6YiGdBs.mp4 | 4.22 MB | ||
| 08. Dropout-Ty6K6YiGdBs.pt-BR.vtt | 4.66 KB | ||
| 08. Dropout-Ty6K6YiGdBs.zh-CN.vtt | 4.06 KB | ||
| 08. Dropout.html | 6.79 KB | ||
| 09. Local Minima-gF_sW_nY-xw.en.vtt | 1.14 KB | ||
| 09. Local Minima-gF_sW_nY-xw.mp4 | 819.86 KB | ||
| 09. Local Minima-gF_sW_nY-xw.pt-BR.vtt | 1.05 KB | ||
| 09. Local Minima-gF_sW_nY-xw.zh-CN.vtt | 1.01 KB | ||
| 09. Local Minima.html | 6.83 KB | ||
| 10. Random Restart-idyBBCzXiqg.en.vtt | 466 B | ||
| 10. Random Restart-idyBBCzXiqg.mp4 | 394.99 KB | ||
| 10. Random Restart-idyBBCzXiqg.pt-BR.vtt | 478 B | ||
| 10. Random Restart-idyBBCzXiqg.zh-CN.vtt | 419 B | ||
| 10. Random Restart.html | 6.85 KB | ||
| 11. Vanishing Gradient-W_JJm_5syFw.en.vtt | 1.46 KB | ||
| 11. Vanishing Gradient-W_JJm_5syFw.mp4 | 1.32 MB | ||
| 11. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt | 1.56 KB | ||
| 11. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt | 1.24 KB | ||
| 11. Vanishing Gradient.html | 6.89 KB | ||
| 12. Other Activation Functions-kA-1vUt6cvQ.en.vtt | 2.68 KB | ||
| 12. Other Activation Functions-kA-1vUt6cvQ.mp4 | 2.3 MB | ||
| 12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt | 2.55 KB | ||
| 12. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt | 2.34 KB | ||
| 12. Other Activation Functions.html | 7.26 KB | ||
| 13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt | 4.64 KB | ||
| 13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4 | 3.95 MB | ||
| 13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt | 4.63 KB | ||
| 13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt | 4.1 KB | ||
| 13. Batch vs Stochastic Gradient Descent.html | 7.03 KB | ||
| 14. Learning Rate Decay.html | 6.85 KB | ||
| 14. Learning Rate-TwJ8aSZoh2U.en.vtt | 1.12 KB | ||
| 14. Learning Rate-TwJ8aSZoh2U.mp4 | 927.05 KB | ||
| 14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt | 1.26 KB | ||
| 14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt | 1020 B | ||
| 15. Momentum-r-rYz_PEWC8.en.vtt | 2.5 KB | ||
| 15. Momentum-r-rYz_PEWC8.mp4 | 2.14 MB | ||
| 15. Momentum-r-rYz_PEWC8.pt-BR.vtt | 2.7 KB | ||
| 15. Momentum-r-rYz_PEWC8.zh-CN.vtt | 2.21 KB | ||
| 15. Momentum.html | 6.82 KB | ||
| 16. Error Functions Around the World-34AAcTECu2A.en.vtt | 1.17 KB | ||
| 16. Error Functions Around the World-34AAcTECu2A.mp4 | 1.73 MB | ||
| 16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt | 1.08 KB | ||
| 16. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt | 1.13 KB | ||
| 16. Error Functions Around the World.html | 6.88 KB | ||
| img.zip | 540.62 KB | ||
| index.html | 5.23 KB | ||
| Part 06-Module 01-Lesson 03_Deep Learning with PyTorch | |||
| 01. Instructor.html | 6.57 KB | ||
| 02. Introducing PyTorch.html | 8.12 KB | ||
| 03. Part 1 V2-n4mbZYIfKb4.en.vtt | 10.47 KB | ||
| 03. Part 1 V2-n4mbZYIfKb4.mp4 | 13.81 MB | ||
| 03. Part 1 V2-n4mbZYIfKb4.pt-BR.vtt | 9.38 KB | ||
| 03. Part 1 V2-n4mbZYIfKb4.zh-CN.vtt | 8.57 KB | ||
| 03. PyTorch Tensors.html | 7.38 KB | ||
| 04. Defining Networks.html | 7.4 KB | ||
| 04. Py Part 2 V1-u50_ZyKqt8g.en.vtt | 22.87 KB | ||
| 04. Py Part 2 V1-u50_ZyKqt8g.mp4 | 34.58 MB | ||
| 04. Py Part 2 V1-u50_ZyKqt8g.pt-BR.vtt | 22.06 KB | ||
| 04. Py Part 2 V1-u50_ZyKqt8g.zh-CN.vtt | 18.59 KB | ||
| 05. Py Part 3 V2-u8hDj5aJK6I.en.vtt | 17.71 KB | ||
| 05. Py Part 3 V2-u8hDj5aJK6I.mp4 | 28.37 MB | ||
| 05. Py Part 3 V2-u8hDj5aJK6I.pt-BR.vtt | 16.67 KB | ||
| 05. Py Part 3 V2-u8hDj5aJK6I.zh-CN.vtt | 14.56 KB | ||
| 05. Training Networks.html | 7.41 KB | ||
| 06. Fashion-MNIST Exercise.html | 7.44 KB | ||
| 06. PyTorch - Part 4-AEJV_RKZ7VU.en.vtt | 2.26 KB | ||
| 06. PyTorch - Part 4-AEJV_RKZ7VU.mp4 | 3.32 MB | ||
| 06. PyTorch - Part 4-AEJV_RKZ7VU.pt-BR.vtt | 2.19 KB | ||
| 06. PyTorch - Part 4-AEJV_RKZ7VU.zh-CN.vtt | 1.91 KB | ||
| 07. Inference _ Validation.html | 7.44 KB | ||
| 07. Py Part 5 V2-coBbbrGZXI0.en.vtt | 17.41 KB | ||
| 07. Py Part 5 V2-coBbbrGZXI0.mp4 | 27.08 MB | ||
| 07. Py Part 5 V2-coBbbrGZXI0.pt-BR.vtt | 17.58 KB | ||
| 07. Py Part 5 V2-coBbbrGZXI0.zh-CN.vtt | 13.89 KB | ||
| 08. Py Part 6 V1-HiTih59dCWQ.en.vtt | 7.76 KB | ||
| 08. Py Part 6 V1-HiTih59dCWQ.mp4 | 15.94 MB | ||
| 08. Py Part 6 V1-HiTih59dCWQ.pt-BR.vtt | 7.95 KB | ||
| 08. Saving and Loading Trained Networks.html | 7.35 KB | ||
| 09. Loading Data Sets with Torchvision.html | 7.47 KB | ||
| 09. PyTorch - Part 7-hFu7GTfRWks.en.vtt | 10.67 KB | ||
| 09. PyTorch - Part 7-hFu7GTfRWks.mp4 | 14.62 MB | ||
| 09. PyTorch - Part 7-hFu7GTfRWks.pt-BR.vtt | 10.86 KB | ||
| 09. PyTorch - Part 7-hFu7GTfRWks.zh-CN.vtt | 8.56 KB | ||
| 10. Py Part 8 V1-3eqn5sgCOsY.en.vtt | 12.79 KB | ||
| 10. Py Part 8 V1-3eqn5sgCOsY.mp4 | 24.88 MB | ||
| 10. Py Part 8 V1-3eqn5sgCOsY.pt-BR.vtt | 13.51 KB | ||
| 10. Py Part 8 V1-3eqn5sgCOsY.zh-CN.vtt | 10.69 KB | ||
| 10. Transfer Learning.html | 7.41 KB | ||
| 11. Transfer Learning Solution.html | 6.78 KB | ||
| img.zip | 441.77 KB | ||
| index.html | 4.95 KB | ||
| Part 07-Module 01-Lesson 01_Deep Learning for Cancer Detection with Sebastian Thrun | |||
| 01. Intro.html | 8.46 KB | ||
| 01. Introduction-ZCpXvVdIdnY.en.vtt | 874 B | ||
| 01. Introduction-ZCpXvVdIdnY.mp4 | 1.55 MB | ||
| 01. Introduction-ZCpXvVdIdnY.pt-BR.vtt | 857 B | ||
| 01. Introduction-ZCpXvVdIdnY.zh-CN.vtt | 822 B | ||
| 02. 02 Skin Cancer V4-70jGZeiTNgk.en.vtt | 1.86 KB | ||
| 02. 02 Skin Cancer V4-70jGZeiTNgk.mp4 | 4.73 MB | ||
| 02. 02 Skin Cancer V4-70jGZeiTNgk.pt-BR.vtt | 1.74 KB | ||
| 02. 02 Skin Cancer V4-70jGZeiTNgk.zh-CN.vtt | 1.68 KB | ||
| 02. Skin Cancer.html | 10.56 KB | ||
| 03. Survival Probability of Skin Cancer.html | 8.56 KB | ||
| 03. Survival Rate-QPlp3NeGuSk.en.vtt | 1.19 KB | ||
| 03. Survival Rate-QPlp3NeGuSk.mp4 | 1.52 MB | ||
| 03. Survival Rate-QPlp3NeGuSk.pt-BR.vtt | 1.08 KB | ||
| 03. Survival Rate-QPlp3NeGuSk.zh-CN.vtt | 996 B | ||
| 04. Medical Classification-RCOSP60dV7U.en.vtt | 1.37 KB | ||
| 04. Medical Classification-RCOSP60dV7U.mp4 | 2.2 MB | ||
| 04. Medical Classification-RCOSP60dV7U.pt-BR.vtt | 1.18 KB | ||
| 04. Medical Classification-RCOSP60dV7U.zh-CN.vtt | 1.17 KB | ||
| 04. Medical Classification.html | 8.56 KB | ||
| 05. The Data-2RLbbV7MQNA.en.vtt | 1.97 KB | ||
| 05. The Data-2RLbbV7MQNA.mp4 | 2.85 MB | ||
| 05. The Data-2RLbbV7MQNA.pt-BR.vtt | 1.71 KB | ||
| 05. The Data-2RLbbV7MQNA.zh-CN.vtt | 1.64 KB | ||
| 05. The data.html | 8.46 KB | ||
| 06. 06 Image Challenge V3-Efnoj1KNPHw.en.vtt | 1.07 KB | ||
| 06. 06 Image Challenge V3-Efnoj1KNPHw.mp4 | 1.46 MB | ||
| 06. 06 Image Challenge V3-Efnoj1KNPHw.pt-BR.vtt | 937 B | ||
| 06. 06 Image Challenge V3-Efnoj1KNPHw.zh-CN.vtt | 920 B | ||
| 06. Image Challenges.html | 9.06 KB | ||
| 07. 07 Quiz Data Challenges V1-F8yc7BlV93c.en.vtt | 526 B | ||
| 07. 07 Quiz Data Challenges V1-F8yc7BlV93c.mp4 | 862.5 KB | ||
| 07. 07 Quiz Data Challenges V1-F8yc7BlV93c.pt-BR.vtt | 482 B | ||
| 07. 07 Quiz Data Challenges V1-F8yc7BlV93c.zh-CN.vtt | 468 B | ||
| 07. Quiz Data Challenges.html | 9.77 KB | ||
| 08. Solution Data Challenges-1z3o4niQuNg.en.vtt | 867 B | ||
| 08. Solution Data Challenges-1z3o4niQuNg.mp4 | 1.49 MB | ||
| 08. Solution Data Challenges-1z3o4niQuNg.pt-BR.vtt | 730 B | ||
| 08. Solution Data Challenges-1z3o4niQuNg.zh-CN.vtt | 810 B | ||
| 08. Solution Data Challenges.html | 8.59 KB | ||
| 09. Training The Neural Network-HwiI-UXUx-M.en.vtt | 1.11 KB | ||
| 09. Training The Neural Network-HwiI-UXUx-M.mp4 | 1.24 MB | ||
| 09. Training The Neural Network-HwiI-UXUx-M.pt-BR.vtt | 977 B | ||
| 09. Training The Neural Network-HwiI-UXUx-M.zh-CN.vtt | 995 B | ||
| 09. Training the Neural Network.html | 8.63 KB | ||
| 10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.en.vtt | 853 B | ||
| 10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.mp4 | 1.58 MB | ||
| 10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.pt-BR.vtt | 754 B | ||
| 10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.zh-CN.vtt | 734 B | ||
| 10. Quiz Random vs Pre-initialized Weights.html | 9.7 KB | ||
| 11. Solution Random Vs Preinitialized Thoughts-sOuoRZRKDzs.en.vtt | 1.14 KB | ||
| 11. Solution Random Vs Preinitialized Thoughts-sOuoRZRKDzs.mp4 | 2.83 MB | ||
| 11. Solution Random Vs Preinitialized Thoughts-sOuoRZRKDzs.pt-BR.vtt | 1.02 KB | ||
| 11. Solution Random Vs Preinitialized Thoughts-sOuoRZRKDzs.zh-CN.vtt | 965 B | ||
| 11. Solution Random vs Pre-initialized Weight.html | 8.73 KB | ||
| 12. Validating The Training-Oxm9ofvov3I.en.vtt | 2.65 KB | ||
| 12. Validating The Training-Oxm9ofvov3I.mp4 | 5.51 MB | ||
| 12. Validating The Training-Oxm9ofvov3I.pt-BR.vtt | 2.28 KB | ||
| 12. Validating The Training-Oxm9ofvov3I.zh-CN.vtt | 2.31 KB | ||
| 12. Validating the Training.html | 8.59 KB | ||
| 13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.en.vtt | 505 B | ||
| 13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.mp4 | 888.58 KB | ||
| 13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.pt-BR.vtt | 420 B | ||
| 13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.zh-CN.vtt | 487 B | ||
| 13. Quiz Sensitivity and Specificity.html | 10.26 KB | ||
| 14. Solution Sensitivity and Specificity.html | 8.69 KB | ||
| 14. Solution Sensitivty And Specificity-GBZjyeMjKxc.en.vtt | 850 B | ||
| 14. Solution Sensitivty And Specificity-GBZjyeMjKxc.mp4 | 1.57 MB | ||
| 14. Solution Sensitivty And Specificity-GBZjyeMjKxc.pt-BR.vtt | 772 B | ||
| 14. Solution Sensitivty And Specificity-GBZjyeMjKxc.zh-CN.vtt | 766 B | ||
| 15. More on Sensitivity and Specificity.html | 11.33 KB | ||
| 16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.en.vtt | 508 B | ||
| 16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.mp4 | 1.14 MB | ||
| 16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.pt-BR.vtt | 472 B | ||
| 16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.zh-CN.vtt | 456 B | ||
| 16. Quiz Diagnosing Cancer.html | 9.54 KB | ||
| 17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.en.vtt | 1.47 KB | ||
| 17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.mp4 | 2.31 MB | ||
| 17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.pt-BR.vtt | 1.34 KB | ||
| 17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.zh-CN.vtt | 1.25 KB | ||
| 17. Solution Diagnosing Cancer.html | 11.05 KB | ||
| 18. Images-1GdiN5Wc8LA.mp4 | 395.42 KB | ||
| 18. ROC Curve-2Iw5TiGzJI4.en.vtt | 8.66 KB | ||
| 18. ROC Curve-2Iw5TiGzJI4.mp4 | 6.66 MB | ||
| 18. ROC Curve-2Iw5TiGzJI4.pt-BR.vtt | 8.12 KB | ||
| 18. ROC Curve-2Iw5TiGzJI4.zh-CN.vtt | 7.3 KB | ||
| 18. Refresh on ROC Curves.html | 11.78 KB | ||
| 19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.en.vtt | 791 B | ||
| 19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.mp4 | 1.11 MB | ||
| 19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.pt-BR.vtt | 678 B | ||
| 19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.zh-CN.vtt | 729 B | ||
| 19. Quiz ROC Curve.html | 9.72 KB | ||
| 20. Solution ROC Curve-sdUUf6RRmXI.en.vtt | 943 B | ||
| 20. Solution ROC Curve-sdUUf6RRmXI.mp4 | 1.11 MB | ||
| 20. Solution ROC Curve-sdUUf6RRmXI.pt-BR.vtt | 643 B | ||
| 20. Solution ROC Curve-sdUUf6RRmXI.zh-CN.vtt | 829 B | ||
| 20. Solution ROC Curve.html | 8.55 KB | ||
| 21. Comparing our Results with Doctors.html | 8.53 KB | ||
| 21. ROC Curve-fWwe_JlpnlQ.en.vtt | 3.04 KB | ||
| 21. ROC Curve-fWwe_JlpnlQ.mp4 | 2.68 MB | ||
| 21. ROC Curve-fWwe_JlpnlQ.pt-BR.vtt | 2.64 KB | ||
| 21. ROC Curve-fWwe_JlpnlQ.zh-CN.vtt | 2.58 KB | ||
| 22. Visualization-aGIGB4Ta3_A.en.vtt | 1.85 KB | ||
| 22. Visualization-aGIGB4Ta3_A.mp4 | 2.43 MB | ||
| 22. Visualization-aGIGB4Ta3_A.pt-BR.vtt | 1.78 KB | ||
| 22. Visualization-aGIGB4Ta3_A.zh-CN.vtt | 1.48 KB | ||
| 22. Visualization.html | 8.51 KB | ||
| 23. What Is The Neural Network Looking At-qN-rvoxPbBw.en.vtt | 2.17 KB | ||
| 23. What Is The Neural Network Looking At-qN-rvoxPbBw.mp4 | 3.46 MB | ||
| 23. What Is The Neural Network Looking At-qN-rvoxPbBw.pt-BR.vtt | 1.72 KB | ||
| 23. What Is The Neural Network Looking At-qN-rvoxPbBw.zh-CN.vtt | 1.87 KB | ||
| 23. What is the network looking at.html | 8.68 KB | ||
| 24. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt | 5.52 KB | ||
| 24. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt | 5.71 KB | ||
| 24. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4 | 5.04 MB | ||
| 24. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt | 4.76 KB | ||
| 24. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt | 4.96 KB | ||
| 24. Refresh on Confusion Matrices.html | 16.05 KB | ||
| 25. Confusion Matrix-3rpN-YYlfes.en.vtt | 1.66 KB | ||
| 25. Confusion Matrix-3rpN-YYlfes.mp4 | 3.07 MB | ||
| 25. Confusion Matrix-3rpN-YYlfes.pt-BR.vtt | 1.54 KB | ||
| 25. Confusion Matrix-3rpN-YYlfes.zh-CN.vtt | 1.41 KB | ||
| 25. Confusion Matrix.html | 8.51 KB | ||
| 26. Conclusion-WhpE_8sTt-0.en.vtt | 3.64 KB | ||
| 26. Conclusion-WhpE_8sTt-0.mp4 | 8.2 MB | ||
| 26. Conclusion-WhpE_8sTt-0.pt-BR.vtt | 3.28 KB | ||
| 26. Conclusion-WhpE_8sTt-0.zh-CN.vtt | 3.26 KB | ||
| 26. Conclusion.html | 8.47 KB | ||
| 27. Useful Resources.html | 9.86 KB | ||
| 28. Mini Project Introduction-Rgf3YVFWl-M.en.vtt | 510 B | ||
| 28. Mini Project Introduction-Rgf3YVFWl-M.mp4 | 1.15 MB | ||
| 28. Mini Project Introduction-Rgf3YVFWl-M.pt-BR.vtt | 538 B | ||
| 28. Mini Project Introduction-Rgf3YVFWl-M.zh-CN.vtt | 475 B | ||
| 28. Mini Project Introduction.html | 8.6 KB | ||
| 29. Mini Project Dermatologist AI.html | 20.72 KB | ||
| img.zip | 6.42 MB | ||
| index.html | 6.63 KB | ||
| media.zip | 186.94 KB | ||
| Part 08-Module 01-Lesson 01_Sentiment Analysis | |||
| 01. Introducing Andrew Trask-ltO71Bm8b3M.en.vtt | 746 B | ||
| 01. Introducing Andrew Trask-ltO71Bm8b3M.mp4 | 4.08 MB | ||
| 01. Introducing Andrew Trask-ltO71Bm8b3M.pt-BR.vtt | 1.26 KB | ||
| 01. Introducing Andrew Trask-ltO71Bm8b3M.zh-CN.vtt | 685 B | ||
| 01. Introducing Andrew Trask.html | 7.75 KB | ||
| 02. Andrew Trask - Intro-da1I0mea1jQ.en-US.vtt | 5.42 KB | ||
| 02. Andrew Trask - Intro-da1I0mea1jQ.mp4 | 23.76 MB | ||
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| 02. Andrew Trask - Intro-da1I0mea1jQ.zh-CN.vtt | 4.94 KB | ||
| 02. Meet Andrew.html | 8.03 KB | ||
| 03. Materials.html | 9.98 KB | ||
| 04. The Notebooks.html | 8.09 KB | ||
| 05. Framing the Problem-IsTOnkAKaJw.en.vtt | 8.81 KB | ||
| 05. Framing the Problem-IsTOnkAKaJw.mp4 | 17.65 MB | ||
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| 08. Transforming Text into Numbers.html | 7.8 KB | ||
| 09. Mini Project 2.html | 10.22 KB | ||
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| 11. Building a Neural Network-aM2k7RTjjJI.en.vtt | 3.3 KB | ||
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| 11. Building a Neural Network.html | 7.76 KB | ||
| 12. Mini Project 3.html | 9.27 KB | ||
| 13. Mini Project 3 Solution-imnxzCev4SI.en.vtt | 18.48 KB | ||
| 13. Mini Project 3 Solution-imnxzCev4SI.mp4 | 54.58 MB | ||
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| 13. Mini Project 3 Solution.html | 8.02 KB | ||
| 14. Understanding Neural Noise-ubqhh4Iv7O4.en.vtt | 15.63 KB | ||
| 14. Understanding Neural Noise-ubqhh4Iv7O4.mp4 | 50.21 MB | ||
| 14. Understanding Neural Noise-ubqhh4Iv7O4.pt-BR.vtt | 13.69 KB | ||
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| 14. Understanding Neural Noise.html | 7.77 KB | ||
| 15. Mini Project 4.html | 8.39 KB | ||
| 16. Understanding Inefficiencies in our Network-4MuS-6ATxCU.en.vtt | 9.3 KB | ||
| 16. Understanding Inefficiencies in our Network-4MuS-6ATxCU.mp4 | 20.67 MB | ||
| 16. Understanding Inefficiencies in our Network-4MuS-6ATxCU.pt-BR.vtt | 7.84 KB | ||
| 16. Understanding Inefficiencies in our Network-4MuS-6ATxCU.zh-CN.vtt | 8.2 KB | ||
| 16. Understanding Inefficiencies in our Network.html | 7.9 KB | ||
| 17. Mini Project 5.html | 9.18 KB | ||
| 18. Mini Project 5 Solution-Hv86B_jjWTI.en.vtt | 9.55 KB | ||
| 18. Mini Project 5 Solution-Hv86B_jjWTI.mp4 | 28.86 MB | ||
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| 18. Mini Project 5 Solution.html | 8.02 KB | ||
| 19. Further Noise Reduction-Kl3hWxizKVg.en.vtt | 10.9 KB | ||
| 19. Further Noise Reduction-Kl3hWxizKVg.mp4 | 22.33 MB | ||
| 19. Further Noise Reduction-Kl3hWxizKVg.pt-BR.vtt | 10.16 KB | ||
| 19. Further Noise Reduction-Kl3hWxizKVg.zh-CN.vtt | 9.97 KB | ||
| 19. Further Noise Reduction.html | 7.75 KB | ||
| 20. Mini Project 6.html | 9.34 KB | ||
| 21. Mini Project 6 Solution-ji0famK7gOQ.en.vtt | 13.94 KB | ||
| 21. Mini Project 6 Solution-ji0famK7gOQ.mp4 | 39.15 MB | ||
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| 21. Mini Project 6 Solution-ji0famK7gOQ.zh-CN.vtt | 12.11 KB | ||
| 21. Mini Project 6 Solution.html | 8.16 KB | ||
| 22. Analysis What_s Going on in the Weights-UHsT35pbpcE.en.vtt | 13.69 KB | ||
| 22. Analysis What_s Going on in the Weights-UHsT35pbpcE.mp4 | 33.67 MB | ||
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| 22. Analysis What_s Going on in the Weights-UHsT35pbpcE.zh-CN.vtt | 12.07 KB | ||
| 22. Analysis What_s Going on in the Weights.html | 8.13 KB | ||
| 23. Andrew Trask - Outro-nIF0GLOQglQ.en-US.vtt | 2.73 KB | ||
| 23. Andrew Trask - Outro-nIF0GLOQglQ.mp4 | 11.79 MB | ||
| 23. Andrew Trask - Outro-nIF0GLOQglQ.pt-BR.vtt | 2.19 KB | ||
| 23. Andrew Trask - Outro-nIF0GLOQglQ.zh-CN.vtt | 2.48 KB | ||
| 23. Conclusion.html | 7.59 KB | ||
| img.zip | 67.87 KB | ||
| index.html | 5.88 KB | ||
| Part 09-Module 01-Lesson 01_Fully-Convolutional Neural Networks _ Semantic Segmentation | |||
| 01. Intro-1sm1EbfilXI.en.vtt | 1.04 KB | ||
| 01. Intro-1sm1EbfilXI.mp4 | 4.45 MB | ||
| 01. Intro-1sm1EbfilXI.zh-CN.vtt | 985 B | ||
| 01. Intro.html | 6.68 KB | ||
| 02. Why Fully Convolutional Networks (FCNs) -WQ_YOz1o9GM.en.vtt | 2.19 KB | ||
| 02. Why Fully Convolutional Networks (FCNs) -WQ_YOz1o9GM.mp4 | 2.57 MB | ||
| 02. Why Fully Convolutional Networks (FCNs) -WQ_YOz1o9GM.zh-CN.vtt | 1.89 KB | ||
| 02. Why Fully Convolutional Networks (FCNs) .html | 6.91 KB | ||
| 03. Fully Convolutional Networks-_Lh2ozg5yTs.en.vtt | 1.5 KB | ||
| 03. Fully Convolutional Networks-_Lh2ozg5yTs.mp4 | 3 MB | ||
| 03. Fully Convolutional Networks-_Lh2ozg5yTs.zh-CN.vtt | 1.26 KB | ||
| 03. Fully Convolutional Networks.html | 6.83 KB | ||
| 04. Fully Connected to 1x1 Convolution-xbPtOhkJW1A.en.vtt | 1.4 KB | ||
| 04. Fully Connected to 1x1 Convolution-xbPtOhkJW1A.mp4 | 1.15 MB | ||
| 04. Fully Connected to 1x1 Convolution-xbPtOhkJW1A.zh-CN.vtt | 1.22 KB | ||
| 04. Fully Connected to 1x1 Convolution.html | 6.86 KB | ||
| 05. Transposed Convolutions-K6mlLX8ZZDs.en.vtt | 942 B | ||
| 05. Transposed Convolutions-K6mlLX8ZZDs.mp4 | 870.48 KB | ||
| 05. Transposed Convolutions-K6mlLX8ZZDs.zh-CN.vtt | 850 B | ||
| 05. Transposed Convolutions.html | 9.65 KB | ||
| 06. Skip Connections-JUYLA5PWzo0.en.vtt | 1.57 KB | ||
| 06. Skip Connections-JUYLA5PWzo0.mp4 | 1.69 MB | ||
| 06. Skip Connections-JUYLA5PWzo0.zh-CN.vtt | 1.35 KB | ||
| 06. Skip Connections.html | 6.73 KB | ||
| 07. FCNs In The Wild-q9wTd53-hsw.en.vtt | 1.72 KB | ||
| 07. FCNs In The Wild-q9wTd53-hsw.mp4 | 1.47 MB | ||
| 07. FCNs In The Wild-q9wTd53-hsw.zh-CN.vtt | 1.58 KB | ||
| 07. FCNs In The Wild.html | 6.73 KB | ||
| 08. Bounding Boxes-uPv4d0Xl8hc.en.vtt | 1.31 KB | ||
| 08. Bounding Boxes-uPv4d0Xl8hc.mp4 | 1.2 MB | ||
| 08. Bounding Boxes-uPv4d0Xl8hc.zh-CN.vtt | 1.2 KB | ||
| 08. Bounding Boxes.html | 6.73 KB | ||
| 09. Semantic Segmentation-_L5gJnZrw48.en.vtt | 905 B | ||
| 09. Semantic Segmentation-_L5gJnZrw48.mp4 | 1.74 MB | ||
| 09. Semantic Segmentation-_L5gJnZrw48.zh-CN.vtt | 758 B | ||
| 09. Semantic Segmentation.html | 6.79 KB | ||
| 10. Semantic Segmentation and FCN_s.html | 11.21 KB | ||
| 11. Scene Understanding-aMQREc-mP50.en.vtt | 896 B | ||
| 11. Scene Understanding-aMQREc-mP50.mp4 | 2.52 MB | ||
| 11. Scene Understanding-aMQREc-mP50.zh-CN.vtt | 844 B | ||
| 11. Scene Understanding.html | 6.74 KB | ||
| 12. IoU---9BTjOsO6U.en.vtt | 2.04 KB | ||
| 12. IoU---9BTjOsO6U.mp4 | 3.36 MB | ||
| 12. IoU---9BTjOsO6U.zh-CN.vtt | 1.76 KB | ||
| 12. IoU.html | 6.64 KB | ||
| 13. IOU Example.html | 8.66 KB | ||
| 14. FCN-8 Architecture.html | 10.44 KB | ||
| 15. Outro-vyNI5hdMigs.en.vtt | 805 B | ||
| 15. Outro-vyNI5hdMigs.mp4 | 3.25 MB | ||
| 15. Outro-vyNI5hdMigs.zh-CN.vtt | 708 B | ||
| 15. Outro.html | 6.54 KB | ||
| img.zip | 903.11 KB | ||
| index.html | 5.32 KB | ||
| Part 10-Module 01-Lesson 01_C++ Getting Started | |||
| 01. Introduction-ahoiVrq4qAk.en.vtt | 1.6 KB | ||
| 01. Introduction-ahoiVrq4qAk.mp4 | 4.06 MB | ||
| 01. Introduction-ahoiVrq4qAk.zh-CN.vtt | 1.44 KB | ||
| 01. Introduction.html | 7.37 KB | ||
| 02. Lesson Overview C++-lR3PH3bL-9U.en.vtt | 1.91 KB | ||
| 02. Lesson Overview C++-lR3PH3bL-9U.mp4 | 7.4 MB | ||
| 02. Lesson Overview C++-lR3PH3bL-9U.zh-CN.vtt | 1.67 KB | ||
| 02. Lesson Overview.html | 9.81 KB | ||
| 02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.en.vtt | 1.46 KB | ||
| 02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.mp4 | 5.85 MB | ||
| 02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.zh-CN.vtt | 1.3 KB | ||
| 03. Elecia White.html | 8.6 KB | ||
| 04. Why C++-_t4ZvwfnuCA.en.vtt | 2.67 KB | ||
| 04. Why C++-_t4ZvwfnuCA.mp4 | 11.98 MB | ||
| 04. Why C++-_t4ZvwfnuCA.zh-CN.vtt | 2.41 KB | ||
| 04. Why C++.html | 7.34 KB | ||
| 05. Python and C++ Comparison.html | 13.33 KB | ||
| 06. Static Vs Dynamic Typing-D7v6iIAORkE.en.vtt | 2.74 KB | ||
| 06. Static Vs Dynamic Typing-D7v6iIAORkE.mp4 | 10.49 MB | ||
| 06. Static Vs Dynamic Typing-D7v6iIAORkE.zh-CN.vtt | 2.51 KB | ||
| 06. Static vs Dynamic Typing.html | 7.47 KB | ||
| 07. C++ - A Statically Typed Language.html | 11.78 KB | ||
| 08. Basic Data Types.html | 10.97 KB | ||
| 09. Floating versus Double [demonstration].html | 12.32 KB | ||
| 10. Doubles Are Bigger-uhwTWgmM2iY.en.vtt | 1.36 KB | ||
| 10. Doubles Are Bigger-uhwTWgmM2iY.mp4 | 5.13 MB | ||
| 10. Doubles Are Bigger-uhwTWgmM2iY.zh-CN.vtt | 1.4 KB | ||
| 10. Doubles are Bigger.html | 7.43 KB | ||
| 11. Common Errors and Error Messages.html | 15.13 KB | ||
| 12. C++ Functions.html | 10.76 KB | ||
| 13. Anatomy of a Function.html | 13.56 KB | ||
| 14. Multiple Outputs.html | 8.84 KB | ||
| 15. Two Functions Same Name-0ZF649G58l4.en.vtt | 1.52 KB | ||
| 15. Two Functions Same Name-0ZF649G58l4.mp4 | 6.09 MB | ||
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| 15. Two Functions Same Name-9SgmzOfBmRU.en.vtt | 2.85 KB | ||
| 15. Two Functions Same Name-9SgmzOfBmRU.mp4 | 13.16 MB | ||
| 15. Two Functions Same Name-9SgmzOfBmRU.zh-CN.vtt | 2.74 KB | ||
| 15. Two Functions Same Name.html | 9.94 KB | ||
| 16. Function Signatures 1-T6kQ_4w98IQ.en.vtt | 2.6 KB | ||
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| 17. Function Signatures 2-Sx4AWTmXl2U.en.vtt | 1.56 KB | ||
| 17. Function Signatures 2-Sx4AWTmXl2U.mp4 | 8.1 MB | ||
| 17. Function Signatures 2-Sx4AWTmXl2U.zh-CN.vtt | 1.43 KB | ||
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| 17. Function Signatures 3 V1-U3QAFb3AS1M.en.vtt | 583 B | ||
| 17. Function Signatures 3 V1-U3QAFb3AS1M.mp4 | 1.11 MB | ||
| 17. Function Signatures 3 V1-U3QAFb3AS1M.zh-CN.vtt | 544 B | ||
| 18. If and Boolean Logic.html | 17.9 KB | ||
| 19. While and For Loops.html | 12.85 KB | ||
| 20. Switch Statement.html | 14.07 KB | ||
| 21. Libraries.html | 13.46 KB | ||
| 22. Forge on!.html | 7.32 KB | ||
| 22. Nd113 C Basics Last Video V1-dtu-RXovl0U.en.vtt | 593 B | ||
| 22. Nd113 C Basics Last Video V1-dtu-RXovl0U.mp4 | 1.41 MB | ||
| 22. Nd113 C Basics Last Video V1-dtu-RXovl0U.zh-CN.vtt | 572 B | ||
| img.zip | 434.6 KB | ||
| index.html | 5.73 KB | ||
| Part 10-Module 01-Lesson 02_C++ Vectors | |||
| 01. C++ Vectors.html | 10.55 KB | ||
| 02. Namespaces.html | 12.04 KB | ||
| 03. Python Lists vs. C++ Vectors.html | 7.21 KB | ||
| 04. Initializing Vector Values.html | 9.63 KB | ||
| 05. Vector Methods.html | 7.66 KB | ||
| 06. Vectors and For Loops.html | 12.24 KB | ||
| 07. Math and Vectors.html | 9.1 KB | ||
| 08. 1D Vector Playground.html | 11.71 KB | ||
| 09. 2D Vectors.html | 9.67 KB | ||
| 10. 2D Vectors and For Loops.html | 7.37 KB | ||
| 11. 2D Vector Playground.html | 9.58 KB | ||
| 12. Next Lesson.html | 6.28 KB | ||
| img.zip | 124.4 KB | ||
| index.html | 4.9 KB | ||
| Part 10-Module 01-Lesson 03_Practical C++ | |||
| 01. Introduction To Compilation-dyzGEB8YDGg.en.vtt | 4.74 KB | ||
| 01. Introduction To Compilation-dyzGEB8YDGg.mp4 | 7.96 MB | ||
| 01. Introduction To Compilation-dyzGEB8YDGg.zh-CN.vtt | 4.31 KB | ||
| 01. Introduction to Compilation.html | 8.27 KB | ||
| 02. Running Code Locally.html | 13.9 KB | ||
| 03. C++ Versions.html | 9.9 KB | ||
| 04. Structuring Functions and File Organization.html | 16.02 KB | ||
| 05. Input and Output.html | 7.48 KB | ||
| 06. Reading in Text Files.html | 13.3 KB | ||
| 07. Outputting to Text Files.html | 8.49 KB | ||
| 08. Exercises.html | 8.4 KB | ||
| index.html | 4.67 KB | ||
| Part 10-Module 01-Lesson 04_C++ Object Oriented Programming | |||
| 01. Introduction-4xHI5LFX-cQ.en.vtt | 1003 B | ||
| 01. Introduction-4xHI5LFX-cQ.mp4 | 4.28 MB | ||
| 01. Introduction-4xHI5LFX-cQ.zh-CN.vtt | 953 B | ||
| 01. Introduction.html | 8.28 KB | ||
| 02. Python vs. C++.html | 14.62 KB | ||
| 03. Why Use Object Oriented Programming-G2KzZfNu9Ak.en.vtt | 2.16 KB | ||
| 03. Why Use Object Oriented Programming-G2KzZfNu9Ak.mp4 | 10.64 MB | ||
| 03. Why Use Object Oriented Programming-G2KzZfNu9Ak.zh-CN.vtt | 1.95 KB | ||
| 03. Why use Object Oriented Programming.html | 7.44 KB | ||
| 04. Using a Class in C++ [Demo].html | 13.13 KB | ||
| 05. Explanation of the Main.cpp File.html | 10.3 KB | ||
| 06. Practice Using a Class.html | 14.23 KB | ||
| 07. Review Anatomy of a Class.html | 11.95 KB | ||
| 08. Other Facets of C++ Classes.html | 8.33 KB | ||
| 09. Private and Public.html | 15.3 KB | ||
| 10. Header Files.html | 13.39 KB | ||
| 11. Inclusion Guards.html | 23.54 KB | ||
| 12. Implement a Class.html | 7.65 KB | ||
| 13. Class Variables.html | 11.13 KB | ||
| 14. Class Function Declarations.html | 17.79 KB | ||
| 15. Constructor Functions.html | 16.47 KB | ||
| 16. Set and Get Functions.html | 14.17 KB | ||
| 17. Matrix Functions.html | 17.96 KB | ||
| 18. Use an Inclusion Guard.html | 12.96 KB | ||
| 19. Instantiate an Object.html | 16.84 KB | ||
| 20. Running your Program Locally.html | 7.7 KB | ||
| index.html | 5.7 KB | ||
| Part 10-Module 01-Lesson 05_Python and C++ Speed | |||
| 01. Introduction-JklGKdn3_go.en.vtt | 375 B | ||
| 01. Introduction-JklGKdn3_go.mp4 | 1.11 MB | ||
| 01. Introduction-JklGKdn3_go.zh-CN.vtt | 402 B | ||
| 01. Introduction.html | 5.63 KB | ||
| 02. Executing the Move Function.html | 6.39 KB | ||
| 03. Moving in Python.html | 9.37 KB | ||
| 04. Moving in C++.html | 12.8 KB | ||
| 05. Comparing Speeds.html | 7.4 KB | ||
| index.html | 4.4 KB | ||
| Part 10-Module 02-Lesson 01_C++ Intro to Optimization | |||
| 01. Course Introduction-Lwc5oYApdUM.en.vtt | 1.23 KB | ||
| 01. Course Introduction-Lwc5oYApdUM.mp4 | 3.02 MB | ||
| 01. Course Introduction-Lwc5oYApdUM.zh-CN.vtt | 1.16 KB | ||
| 01. Course Introduction.html | 6.39 KB | ||
| 02. C Opt 01 L V2-Kdx1_BI5ddc.en.vtt | 3.34 KB | ||
| 02. C Opt 01 L V2-Kdx1_BI5ddc.mp4 | 9.56 MB | ||
| 02. C Opt 01 L V2-Kdx1_BI5ddc.zh-CN.vtt | 2.98 KB | ||
| 02. Empathize with the Computer.html | 6.39 KB | ||
| 03. 02 L Intro To Comp HW V1 RENDER V1-WDMGkq9mkB8.en.vtt | 5.51 KB | ||
| 03. 02 L Intro To Comp HW V1 RENDER V1-WDMGkq9mkB8.mp4 | 6.03 MB | ||
| 03. 02 L Intro To Comp HW V1 RENDER V1-WDMGkq9mkB8.zh-CN.vtt | 4.73 KB | ||
| 03. Intro to Computer Hardware.html | 10.87 KB | ||
| 04. Embedded Terminal Explanation.html | 14.08 KB | ||
| 04. Nd113 Embedded Terminal V1-Bhl5JQ_N9V8.mp4 | 21.47 MB | ||
| 05. Demo Machine Code.html | 6.89 KB | ||
| 06. Assembly Language.html | 7.7 KB | ||
| 07. Binary.html | 12.08 KB | ||
| 08. Demo Binary.html | 6.87 KB | ||
| 09. Demo Binary Floats.html | 6.89 KB | ||
| 10. Memory and the CPU.html | 14.64 KB | ||
| 11. Demo Stack vs Heap.html | 6.88 KB | ||
| 12. Outro.html | 5.88 KB | ||
| img.zip | 149.77 KB | ||
| index.html | 4.94 KB | ||
| Part 10-Module 02-Lesson 02_C++ Optimization Practice | |||
| 01. Introduction.html | 11.35 KB | ||
| 02. Software Development and Optimization.html | 13.4 KB | ||
| 03. Optimization Techniques.html | 13.68 KB | ||
| 04. Dead Code.html | 11.29 KB | ||
| 05. Exercise Remove Dead Code.html | 7.69 KB | ||
| 06. If Statements.html | 10.08 KB | ||
| 07. Exercise If Statements.html | 7.67 KB | ||
| 08. For Loops.html | 8.54 KB | ||
| 09. Exercise For Loops.html | 7.67 KB | ||
| 10. Intermediate Variables.html | 9.05 KB | ||
| 11. Exercise Intermediate Variables.html | 7.7 KB | ||
| 12. Vector Storage.html | 9.15 KB | ||
| 13. Exercise Vector Storage.html | 7.68 KB | ||
| 14. References.html | 10.68 KB | ||
| 15. Exercise References.html | 7.69 KB | ||
| 16. Sebastian_s Synchronization Story.html | 6.86 KB | ||
| 17. Static Keyword.html | 10.03 KB | ||
| 18. Exercise Static Keyword.html | 7.68 KB | ||
| 19. Speed Challenge.html | 6.88 KB | ||
| index.html | 5.55 KB | ||
| Part 10-Module 02-Lesson 03_Project Optimize Histogram Filter | |||
| 01. Overview.html | 9.52 KB | ||
| 02. Project Walk Through.html | 5.99 KB | ||
| 03. Project Code.html | 6.22 KB | ||
| 04. GCC Flags.html | 6.63 KB | ||
| 05. Project Solution.html | 6.86 KB | ||
| 06. Solution Code.html | 6.12 KB | ||
| index.html | 4.46 KB | ||
| assets.zip | 1.43 MB | ||
| img.zip | 59.21 KB | ||
| index.html | 163.54 KB | ||
| ▲ 2252 total files | |||
Description
Lynda and other Courses >>> https://www.freecoursesonline.me/
For Developer Tools & Apps >>> https://ftuapps.com/
Forum for discussion >>> https://1hack.us/ 
Nanodegree Program–nd891
Publisher : Udacity
Subtitle : English CC Included
Updated : July 2020
Course Source : https://www.udacity.com/course/computer-vision-nanodegree--nd891
Become a Computer Vision Expert
Master the computer vision skills behind advances in robotics and automation. Write programs to analyze images, implement feature extraction, and recognize objects using deep learning models.
ESTIMATED TIME
- 3 Months
- At 10-15 hrs/week
PREREQUISITES
- Python, Statistics, Machine Learning, & Deep Learning
What You Will Learn
Foundations of Computer Vision
Learn cutting-edge computer vision and deep learning techniques—from basic image processing, to building and customizing convolutional neural networks. Apply these concepts to vision tasks such as automatic image captioning and object tracking, and build a robust portfolio of computer vision projects.
PREREQUISITE KNOWLEDGE
This program requires experience with Python, statistics, machine learning, and deep learning.See detailed requirements.
• Introduction to Computer Vision
Master computer vision and image processing essentials. Learn to extract important features from image data, and apply deep learning techniques to classification tasks.
FACIAL KEYPOINT DETECTION
• Advanced Computer Vision and Deep Learning
Learn to apply deep learning architectures to computer vision tasks. Discover how to combine CNN and RNN networks to build an automatic image captioning application.
AUTOMATIC IMAGE CAPTIONING
• Object Tracking and Localization
Learn how to locate an object and track it over time. These techniques are used in a variety of moving systems, such as self-driving car navigation and drone flight.
LANDMARK DETECTION & TRACKING
Learn with the best
Sebastian Thrun, Cezanne Camacho, Alexis Cook, Juan Delgado, Jay Alammar, Ortal Arel, Luis Serrano
GET STARTED WITH
Computer Vision
LEARN
• Learn the essentials of computer vision, including image transformation, neural network architectures, and object recognition
AVERAGE TIME
• On average, successful students take null months to complete this program.
BENEFITS INCLUDE
• Real-world projects from industry experts
• Technical mentor support
• Personal career coach & career services
STAY SHARP WHILE STAYING IN
• Financial support available worldwide to help in this challenging time
• Spend your time at home learning new, higher-paying job skills
• Commit to a brighter future by learning today
Why should I enroll?
The demand for engineers with computer vision and deep learning skills far exceeds the current supply. This program offers a unique opportunity to develop these in-demand skills and is for anyone seeking to launch or advance their skills in modern computer vision techniques. You’ll complete several computer vision applications using a combination of Python, computer vision, and deep learning libraries that will serve as portfolio pieces that demonstrate the skills you’ve acquired.
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