| 0. Websites you may like | |||
| 0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url | 377 B | ||
| 1. (FreeTutorials.Us) Download Udemy Paid Courses For Free.url | 328 B | ||
| 2. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url | 286 B | ||
| 3. (NulledPremium.com) Download E-Learning, E-Books, Audio-Books, Comics, Articles and more... etc.url | 163 B | ||
| 4. (FTUApps.com) Download Cracked Developers Applications For Free.url | 239 B | ||
| How you can help Team-FTU.txt | 237 B | ||
| Part 01-Module 01-Lesson 01_Welcome! | |||
| 01. Welcome to the Course!.html | 9.63 KB | ||
| 02. The Projects.html | 9.13 KB | ||
| 03. Community Guidelines.html | 7.8 KB | ||
| img | |||
| screen-shot-2019-05-22-at-1.03.28-pm.png | 263.08 KB | ||
| screen-shot-2019-05-22-at-1.07.29-pm.png | 463.16 KB | ||
| screen-shot-2019-05-22-at-12.53.40-pm.png | 71.55 KB | ||
| screen-shot-2019-05-22-at-3.30.37-pm.png | 148.48 KB | ||
| screen-shot-2019-05-22-at-3.30.55-pm.png | 1.01 MB | ||
| index.html | 4.22 KB | ||
| Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning | |||
| 01. C01 L01 A01 Overview V2-jEpMsHG1xoA.en.vtt | 2.34 KB | ||
| 01. C01 L01 A01 Overview V2-jEpMsHG1xoA.mp4 | 12.54 MB | ||
| 01. Overview.html | 7.06 KB | ||
| 02. C01 L01 A02 What Is AI--OZtl2ueKOu0.en.vtt | 722 B | ||
| 02. C01 L01 A02 What Is AI--OZtl2ueKOu0.mp4 | 3.47 MB | ||
| 02. What is AI.html | 7.73 KB | ||
| 03. C01 L01 A03 What CCan AI Do--lsYL-w4gYZE.en.vtt | 7.61 KB | ||
| 03. C01 L01 A03 What CCan AI Do--lsYL-w4gYZE.mp4 | 43.49 MB | ||
| 03. What Can AI Do.html | 6.58 KB | ||
| 04. C01 L01 A04 The AI Universe-NuF5-GjvpIw.en.vtt | 2.21 KB | ||
| 04. C01 L01 A04 The AI Universe-NuF5-GjvpIw.mp4 | 10.8 MB | ||
| 04. The AI Universe.html | 7.71 KB | ||
| 05. C01 L01 A05 Why Deep Learning V2-5XL2Rtfr5lU.en.vtt | 3.91 KB | ||
| 05. C01 L01 A05 Why Deep Learning V2-5XL2Rtfr5lU.mp4 | 21.41 MB | ||
| 05. Why Deep Learning.html | 6.84 KB | ||
| 06. C01 L01 A06 Industry Applications V2-mc-pF0_JS4E.en.vtt | 2.82 KB | ||
| 06. C01 L01 A06 Industry Applications V2-mc-pF0_JS4E.mp4 | 10.8 MB | ||
| 06. Industry Applications.html | 6.63 KB | ||
| 07. Affecting Industry.html | 6.64 KB | ||
| 07. C01 L01 A07 Industry Applications Example-MCnrny4x56Y.en.vtt | 1.8 KB | ||
| 07. C01 L01 A07 Industry Applications Example-MCnrny4x56Y.mp4 | 16.1 MB | ||
| 08. C01 L01 A08 Machine Learning Concepts-DSZfsSVeJIU.en.vtt | 1.56 KB | ||
| 08. C01 L01 A08 Machine Learning Concepts-DSZfsSVeJIU.mp4 | 5.51 MB | ||
| 08. Machine Learning Concepts.html | 6.64 KB | ||
| 09. C01 L01 A09 Supervised Learning-P9tFtzEZYu0.en.vtt | 2.5 KB | ||
| 09. C01 L01 A09 Supervised Learning-P9tFtzEZYu0.mp4 | 10.68 MB | ||
| 09. Supervised Learning.html | 6.61 KB | ||
| 10. C01 L01 A10 Unsupervised Learning-v8dAQ3Mnp6U.en.vtt | 2.31 KB | ||
| 10. C01 L01 A10 Unsupervised Learning-v8dAQ3Mnp6U.mp4 | 11 MB | ||
| 10. Unsupervised Learning.html | 6.64 KB | ||
| 11. Unsupervised vs. Supervised Approaches.html | 9.1 KB | ||
| 12. C01 L01 A11 Reinforcement Learning-fPkEEIdVdGY.en.vtt | 2.66 KB | ||
| 12. C01 L01 A11 Reinforcement Learning-fPkEEIdVdGY.mp4 | 8.84 MB | ||
| 12. Reinforcement Learning.html | 7.04 KB | ||
| 13. C01 L01 A12 Neural Neworks-5HD1fwrgBv8.en.vtt | 6.88 KB | ||
| 13. C01 L01 A12 Neural Neworks-5HD1fwrgBv8.mp4 | 36.2 MB | ||
| 13. Neural Networks.html | 6.83 KB | ||
| 14. C01 L01 A13 Current State Of AI-HJ7ee4HgeNo.en.vtt | 4.38 KB | ||
| 14. C01 L01 A13 Current State Of AI-HJ7ee4HgeNo.mp4 | 25.23 MB | ||
| 14. Current State of AI.html | 6.59 KB | ||
| 15. C01 L01 A14 Outro-HKqvklXS4_A.en.vtt | 765 B | ||
| 15. C01 L01 A14 Outro-HKqvklXS4_A.mp4 | 4.09 MB | ||
| 15. Outro.html | 6.41 KB | ||
| img | |||
| screen-shot-2019-05-28-at-4.33.23-pm.png | 579.08 KB | ||
| screen-shot-2019-05-28-at-4.54.58-pm.png | 37.98 KB | ||
| index.html | 5.21 KB | ||
| Part 01-Module 01-Lesson 03_Nanodegree Career Services | |||
| 01. Access the Career Portal.html | 7.69 KB | ||
| 02. Prepare for the Udacity Talent Program.html | 7.86 KB | ||
| img | |||
| feb-26-2019-16-19-56.gif | 6.33 MB | ||
| profiles-view.png | 223.53 KB | ||
| screen-shot-2019-02-26-at-4.09.24-pm.png | 104.9 KB | ||
| screen-shot-2019-02-26-at-4.25.04-pm.png | 20.85 KB | ||
| talent-program.png | 336.13 KB | ||
| index.html | 4.25 KB | ||
| Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business | |||
| 01. C01 L02 A01 Overview-qQIt93sm3_g.en.vtt | 1.3 KB | ||
| 01. C01 L02 A01 Overview-qQIt93sm3_g.mp4 | 4.75 MB | ||
| 01. Overview.html | 6.52 KB | ||
| 02. AI Approach.html | 6.54 KB | ||
| 02. C01 L02 A02 AI Approach V2-Rb2GChTYR5Y.en.vtt | 6.92 KB | ||
| 02. C01 L02 A02 AI Approach V2-Rb2GChTYR5Y.mp4 | 9.58 MB | ||
| 03. Business Needs.html | 7.05 KB | ||
| 03. C01 L02 A03 Business Needs-v9tL3PJOhkk.en.vtt | 2.01 KB | ||
| 03. C01 L02 A03 Business Needs-v9tL3PJOhkk.mp4 | 2.91 MB | ||
| 04. C01 L02 A04 The Business Case V2-HK3yPXuiSNk.en.vtt | 4.79 KB | ||
| 04. C01 L02 A04 The Business Case V2-HK3yPXuiSNk.mp4 | 6.98 MB | ||
| 04. C01 L02 A05 Narrowing The Business Case Solution-5QdPzMfrX0c.en.vtt | 2.45 KB | ||
| 04. C01 L02 A05 Narrowing The Business Case Solution-5QdPzMfrX0c.mp4 | 3.08 MB | ||
| 04. The Business Case.html | 8.31 KB | ||
| 05. C01 L02 A06 Project Statement-5eaza1YTGv4.en.vtt | 2 KB | ||
| 05. C01 L02 A06 Project Statement-5eaza1YTGv4.mp4 | 2.56 MB | ||
| 05. Project Statement.html | 6.58 KB | ||
| 06. Breaking it All Down.html | 7.81 KB | ||
| 06. C01 L02 A07 Break It Down-0ew7NYl7z4Y.en.vtt | 6.78 KB | ||
| 06. C01 L02 A07 Break It Down-0ew7NYl7z4Y.mp4 | 9.3 MB | ||
| 07. C01 L02 A08 Metrics-D3AMs0HtYWs.en.vtt | 838 B | ||
| 07. C01 L02 A08 Metrics-D3AMs0HtYWs.mp4 | 970.78 KB | ||
| 07. Metrics.html | 6.51 KB | ||
| 08. C01 L02 A09 Metrics Solution-3s1BjFml7rs.en.vtt | 736 B | ||
| 08. C01 L02 A09 Metrics Solution-3s1BjFml7rs.mp4 | 1.03 MB | ||
| 08. Metrics Quiz.html | 8.42 KB | ||
| 09. C01 L02 A10 Metrics Example-L_euYcomYxE.en.vtt | 1.01 KB | ||
| 09. C01 L02 A10 Metrics Example-L_euYcomYxE.mp4 | 1.29 MB | ||
| 09. Metrics Example LinkedIn.html | 6.59 KB | ||
| 10. C01 L02 A11 Need For AI-OHG7GBIye3c.en.vtt | 2.11 KB | ||
| 10. C01 L02 A11 Need For AI-OHG7GBIye3c.mp4 | 2.39 MB | ||
| 10. Need for AI.html | 6.54 KB | ||
| 11. C01 L02 A12 Need For AI Example-MUHaV7gzRsE.en.vtt | 5.06 KB | ||
| 11. C01 L02 A12 Need For AI Example-MUHaV7gzRsE.mp4 | 6.9 MB | ||
| 11. Need for AI Example.html | 7.57 KB | ||
| 12. C01 L02 A13 Things To Remember-fLPz48A7TSc.en.vtt | 4.17 KB | ||
| 12. C01 L02 A13 Things To Remember-fLPz48A7TSc.mp4 | 4.37 MB | ||
| 12. Things to Remember.html | 7.88 KB | ||
| 13. C01 L02 A15 Team Overview-6xqxzhPkysw.en.vtt | 1.05 KB | ||
| 13. C01 L02 A15 Team Overview-6xqxzhPkysw.mp4 | 1.19 MB | ||
| 13. Team Overview.html | 6.54 KB | ||
| 14. C01 L02 A16 Key Roles-igdDHJL7LbM.en.vtt | 3.69 KB | ||
| 14. C01 L02 A16 Key Roles-igdDHJL7LbM.mp4 | 3.75 MB | ||
| 14. Key Roles.html | 6.53 KB | ||
| 15. C01 L02 A17 Project Management-nc_TM8xfqeE.en.vtt | 2.18 KB | ||
| 15. C01 L02 A17 Project Management-nc_TM8xfqeE.mp4 | 2.92 MB | ||
| 15. Project Management.html | 6.88 KB | ||
| 16. C01 L02 A18 Summary-WQhF9g9mMPU.en.vtt | 1.55 KB | ||
| 16. C01 L02 A18 Summary-WQhF9g9mMPU.mp4 | 2.01 MB | ||
| 16. Summary.html | 6.4 KB | ||
| img | |||
| screen-shot-2019-05-28-at-11.02.06-pm.png | 494.33 KB | ||
| screen-shot-2019-05-28-at-5.47.05-pm.png | 556.63 KB | ||
| index.html | 5.17 KB | ||
| Part 02-Module 01-Lesson 01_Data Fit and Annotation | |||
| 01. Answering Questions with Data.html | 6.96 KB | ||
| 01. L3A03 Answering Questions With Data-z7A44YnJqCw.en.vtt | 3.59 KB | ||
| 01. L3A03 Answering Questions With Data-z7A44YnJqCw.mp4 | 4.49 MB | ||
| 02. As Good as the Data.html | 9.51 KB | ||
| 02. L3A04 As Good As The Data-LDXAmUJN-x4.en.vtt | 1.52 KB | ||
| 02. L3A04 As Good As The Data-LDXAmUJN-x4.mp4 | 2.1 MB | ||
| 03. Data Fit.html | 10.47 KB | ||
| 03. L3A05 Data Fit-veFVZp4SpdU.en.vtt | 2.18 KB | ||
| 03. L3A05 Data Fit-veFVZp4SpdU.mp4 | 3.06 MB | ||
| 04. Data Collection & Relevance Quiz.html | 10.19 KB | ||
| 05. Data Completeness.html | 6.92 KB | ||
| 05. L3A06 Data Completeness-R-d2U20vFqU.en.vtt | 901 B | ||
| 05. L3A06 Data Completeness-R-d2U20vFqU.mp4 | 1.63 MB | ||
| 06. Figure Eight's Data Annotation Platform.html | 16.19 KB | ||
| 07. Template Jobs Quiz.html | 9.42 KB | ||
| 08. Case Study Parking Signs & Figure Eight.html | 7.06 KB | ||
| 08. L3A07 Data Annotation- Parking Sign Image Categorization-aPHshUsA-FU.en.vtt | 1.76 KB | ||
| 08. L3A07 Data Annotation- Parking Sign Image Categorization-aPHshUsA-FU.mp4 | 2.72 MB | ||
| 09. L3A08 FigureEight Platform-SiEhtRmtDr0.en.vtt | 1.68 KB | ||
| 09. L3A08 FigureEight Platform-SiEhtRmtDr0.mp4 | 3.4 MB | ||
| 09. The Platform.html | 7.54 KB | ||
| 10. Job Design.html | 8.17 KB | ||
| 10. L3A09 Job Design-jDd7sgJL25M.en.vtt | 1.92 KB | ||
| 10. L3A09 Job Design-jDd7sgJL25M.mp4 | 4.32 MB | ||
| 11. Instructions & Examples.html | 7.45 KB | ||
| 11. L3A10 Instructions-uI2XoYjwxfs.en.vtt | 2.47 KB | ||
| 11. L3A10 Instructions-uI2XoYjwxfs.mp4 | 5.24 MB | ||
| 12. Example Design Quiz.html | 8.5 KB | ||
| 13. L3A11 Test Questions-yWNOkjGQj1M.en.vtt | 6.57 KB | ||
| 13. L3A11 Test Questions-yWNOkjGQj1M.mp4 | 14.12 MB | ||
| 13. Test Questions.html | 6.87 KB | ||
| 14. Auditing Results.html | 6.89 KB | ||
| 14. L3A12 Auditing Results-AhYSVn3WqgU.en.vtt | 938 B | ||
| 14. L3A12 Auditing Results-AhYSVn3WqgU.mp4 | 3.08 MB | ||
| 15. L3A13 Planning For Failure-7qX6fGHi97U.en.vtt | 1.15 KB | ||
| 15. L3A13 Planning For Failure-7qX6fGHi97U.mp4 | 2.16 MB | ||
| 15. Planning for Failure.html | 6.91 KB | ||
| 16. L3A14 Planning For Longevity-j8s8ppcE0Kw.en.vtt | 1.78 KB | ||
| 16. L3A14 Planning For Longevity-j8s8ppcE0Kw.mp4 | 4.16 MB | ||
| 16. Planning for Longevity.html | 6.92 KB | ||
| 17. L3A15 Summary Of Topics-nj-qSR3IOoU.en.vtt | 1.49 KB | ||
| 17. L3A15 Summary Of Topics-nj-qSR3IOoU.mp4 | 2.75 MB | ||
| 17. Summary of Topics.html | 6.77 KB | ||
| img | |||
| screen-shot-2019-05-15-at-6.01.59-pm.png | 204.76 KB | ||
| screen-shot-2019-05-15-at-6.21.03-pm.png | 135.1 KB | ||
| screen-shot-2019-05-15-at-6.22.12-pm.png | 75.21 KB | ||
| screen-shot-2019-05-15-at-6.23.20-pm.png | 94.94 KB | ||
| screen-shot-2019-05-15-at-6.25.42-pm.png | 218.69 KB | ||
| screen-shot-2019-05-15-at-6.36.58-pm.png | 554.13 KB | ||
| screen-shot-2019-05-15-at-7.15.40-pm.png | 1.58 MB | ||
| screen-shot-2019-05-28-at-6.47.54-pm.png | 72.83 KB | ||
| screen-shot-2019-05-28-at-6.51.14-pm.png | 287.34 KB | ||
| index.html | 5.45 KB | ||
| Part 02-Module 01-Lesson 02_Project Create a Medical Image Annotation Job | |||
| 01. Project Overview.html | 13.14 KB | ||
| 02. Creating a Job with Figure Eight.html | 8.58 KB | ||
| 03. Project Materials.html | 9.2 KB | ||
| Project Description - Create a Medical Image Annotation Job.html | 10.65 KB | ||
| Project Rubric - Create a Medical Image Annotation Job.html | 11.13 KB | ||
| img | |||
| annotated-chest-xray.png | 1.25 MB | ||
| healthy-example.png | 579.69 KB | ||
| pneumonia-examples.png | 1.43 MB | ||
| screen-shot-2019-04-10-at-11.21.22-pm.png | 77.45 KB | ||
| screen-shot-2019-04-10-at-3.20.59-pm.png | 149.11 KB | ||
| screen-shot-2019-04-10-at-3.26.32-pm.png | 140.3 KB | ||
| screen-shot-2019-04-10-at-3.28.36-pm.png | 299.59 KB | ||
| index.html | 4.64 KB | ||
| Part 03-Module 01-Lesson 01_Training and Evaluating a Model | |||
| 01. Introduction.html | 7.01 KB | ||
| 01. L4 01 Intro-4siOK4fbIW4.en.vtt | 2.22 KB | ||
| 01. L4 01 Intro-4siOK4fbIW4.mp4 | 4.74 MB | ||
| 02. L4 02 Concepts-v0RsH-OPN4I.mp4 | 1.3 MB | ||
| 02. Lesson Outline.html | 6.92 KB | ||
| 03. L4 03 Overview Of Modeling-fZcxneR3BWo.en.vtt | 2.63 KB | ||
| 03. L4 03 Overview Of Modeling-fZcxneR3BWo.mp4 | 4.98 MB | ||
| 03. Overview of Modeling.html | 8.52 KB | ||
| 04. Activation Functions.html | 8.61 KB | ||
| 04. L4 04 Activation Functions-D-A1xUkAYz4.en.vtt | 9.11 KB | ||
| 04. L4 04 Activation Functions-D-A1xUkAYz4.mp4 | 11.9 MB | ||
| 05. Perceptron Quiz.html | 8.65 KB | ||
| 06. Activation Function Quiz.html | 9.06 KB | ||
| 06. L4 06 Quiz 1 Solution- Modeling-RQzviYGY3uQ.en.vtt | 1.31 KB | ||
| 06. L4 06 Quiz 1 Solution- Modeling-RQzviYGY3uQ.mp4 | 2.25 MB | ||
| 07. L4 05 Overview Of Modeling- Summary-aeScEINy7X0.en.vtt | 1.11 KB | ||
| 07. L4 05 Overview Of Modeling- Summary-aeScEINy7X0.mp4 | 1.38 MB | ||
| 07. Modeling, Key Points.html | 7.11 KB | ||
| 08. L4 07 Training Data-jMtt8W6ftVY.en.vtt | 2.36 KB | ||
| 08. L4 07 Training Data-jMtt8W6ftVY.mp4 | 4.77 MB | ||
| 08. Training Data.html | 7.04 KB | ||
| 09. A Pet Model.html | 7.03 KB | ||
| 09. L4 08 A Pet Model-8-kbtsHIH8Q.en.vtt | 2.46 KB | ||
| 09. L4 08 A Pet Model-8-kbtsHIH8Q.mp4 | 3 MB | ||
| 10. L4 09 Training Data Is Key--YNBV1NAZO0.en.vtt | 7.54 KB | ||
| 10. L4 09 Training Data Is Key--YNBV1NAZO0.mp4 | 10.52 MB | ||
| 10. Training Data is Key.html | 7.08 KB | ||
| 11. L4 11 Quiz 2 Solution- Training Data-gwMegIvB_E8.en.vtt | 1.86 KB | ||
| 11. L4 11 Quiz 2 Solution- Training Data-gwMegIvB_E8.mp4 | 3.15 MB | ||
| 11. Training Data Quiz.html | 8.99 KB | ||
| 12. L4 10 Training Data- Summary-WbEF1IOi0Ac.en.vtt | 1.26 KB | ||
| 12. L4 10 Training Data- Summary-WbEF1IOi0Ac.mp4 | 2.11 MB | ||
| 12. Training Data Summary.html | 7.09 KB | ||
| 13. L4 12 Model Evaluation-q1BZhEixJW4.en.vtt | 11.36 KB | ||
| 13. L4 12 Model Evaluation-q1BZhEixJW4.mp4 | 14.93 MB | ||
| 13. Model Evaluation.html | 8.22 KB | ||
| 14. L4 14 Quiz 3 Solution- Model Evaluation-gHuEyz5qt4s.en.vtt | 946 B | ||
| 14. L4 14 Quiz 3 Solution- Model Evaluation-gHuEyz5qt4s.mp4 | 1.54 MB | ||
| 14. Model Evaluation Quiz.html | 8.56 KB | ||
| 15. L4 13 Model Evaluation Summary-6TQGTSxuY5s.en.vtt | 1.23 KB | ||
| 15. L4 13 Model Evaluation Summary-6TQGTSxuY5s.mp4 | 2.05 MB | ||
| 15. Model Evaluation, Key Points.html | 7.12 KB | ||
| 16. L4 15 Transfer Learning-TN35rUd9wUc.en.vtt | 4.59 KB | ||
| 16. L4 15 Transfer Learning-TN35rUd9wUc.mp4 | 9.89 MB | ||
| 16. Transfer Learning.html | 8.2 KB | ||
| 17. Automated ML.html | 7.37 KB | ||
| 17. L4 16 Automated ML-S8sZxbj0rsM.en.vtt | 1.41 KB | ||
| 17. L4 16 Automated ML-S8sZxbj0rsM.mp4 | 1.67 MB | ||
| 18. Automated ML vs Custom Modeling.html | 7.15 KB | ||
| 18. L4 17 Automated ML Vs Custom Modeling-c-6V9gn46Z4.en.vtt | 792 B | ||
| 18. L4 17 Automated ML Vs Custom Modeling-c-6V9gn46Z4.mp4 | 1.23 MB | ||
| 19. Automated ML, Summary.html | 7.14 KB | ||
| 19. L4 18 Transfer Learning And Automated ML Summary-rYYCMebaPr8.en.vtt | 1.04 KB | ||
| 19. L4 18 Transfer Learning And Automated ML Summary-rYYCMebaPr8.mp4 | 1.32 MB | ||
| 20. L4 19 Outro-u_OU2a-BobA.en.vtt | 1.14 KB | ||
| 20. L4 19 Outro-u_OU2a-BobA.mp4 | 2.5 MB | ||
| 20. Outro.html | 6.88 KB | ||
| img | |||
| neuron-in-out.gif | 625.16 KB | ||
| screen-shot-2019-05-28-at-10.50.31-pm.png | 281.36 KB | ||
| screen-shot-2019-05-28-at-10.52.48-pm.png | 194.18 KB | ||
| screen-shot-2019-05-28-at-11.33.16-pm.png | 87.77 KB | ||
| index.html | 5.57 KB | ||
| Part 03-Module 01-Lesson 02_Project Build a Model | |||
| 01. Project Overview.html | 10.71 KB | ||
| 02. Building a Model with Google AutoML.html | 16.49 KB | ||
| 03. Score Threshold.html | 6.83 KB | ||
| 04. Project Materials.html | 6.52 KB | ||
| Project Description - Build a Model with Google AutoML.html | 5.73 KB | ||
| Project Rubric - Build a Model with Google AutoML.html | 12.38 KB | ||
| img | |||
| create-project.png | 221.18 KB | ||
| gcscreenshot1.png | 239.33 KB | ||
| gcscreenshot10.png | 282.37 KB | ||
| gcscreenshot13.png | 450.17 KB | ||
| gcscreenshot3.png | 298.12 KB | ||
| gcscreenshot4.png | 255.98 KB | ||
| gcscreenshot5.png | 384.24 KB | ||
| gcscreenshot6.png | 250.24 KB | ||
| gcscreenshot7.png | 260.03 KB | ||
| gcscreenshot8.png | 44.75 KB | ||
| gcscreenshot9.png | 768.81 KB | ||
| model-results.png | 291.38 KB | ||
| model-training.png | 198.09 KB | ||
| score-threshold.png | 50.52 KB | ||
| screen-shot-2019-05-20-at-12.20.38-pm.png | 70.8 KB | ||
| index.html | 4.62 KB | ||
| Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn | |||
| 01. Get Opportunities with LinkedIn.html | 11.03 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 | 17.37 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 | 8.73 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 | 7.35 KB | ||
| 04. Create Your Elevator Pitch.html | 8.47 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 | 8.93 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 | 9.44 KB | ||
| 07. Profile Essentials.html | 11.25 KB | ||
| 08. Work Experiences & Accomplishments.html | 9.7 KB | ||
| 09. Build and Strengthen Your Network.html | 10.65 KB | ||
| 10. Reaching Out on LinkedIn.html | 9.34 KB | ||
| 11. Boost Your Visibility.html | 8.55 KB | ||
| 12. Up Next.html | 7.99 KB | ||
| Project Description - Improve Your LinkedIn Profile.html | 8.04 KB | ||
| Project Rubric - Improve Your LinkedIn Profile.html | 16.33 KB | ||
| img | |||
| profile-pics.jpg?042148 | 595.62 KB | ||
| redacted-linkedinresults.png | 230.77 KB | ||
| screen-shot-2018-02-23-at-5.00.25-pm.png | 754.27 KB | ||
| screen-shot-2018-02-23-at-5.11.40-pm.png | 200.67 KB | ||
| screen-shot-2018-09-21-at-11.36.43-am.png | 1.67 MB | ||
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| index.html | 5.44 KB | ||
| media | |||
| unnamed-project-desc-0.gif | 94.58 KB | ||
| unnamed-project-desc-1.gif | 19.15 KB | ||
| Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias | |||
| 01. Introduction to Business Impact.html | 6.94 KB | ||
| 01. L5A03 Introduction To Business Impact-576i9R2HL6o.en.vtt | 1.03 KB | ||
| 01. L5A03 Introduction To Business Impact-576i9R2HL6o.mp4 | 4.85 MB | ||
| 02. Case Studies and Challenges.html | 6.91 KB | ||
| 02. L5A04 Case Studies And Challenges-dDZ1fx3s5Mw.en.vtt | 4.42 KB | ||
| 02. L5A04 Case Studies And Challenges-dDZ1fx3s5Mw.mp4 | 6.21 MB | ||
| 03. L5A05 Measuring Success-EfneOKbz9dg.en.vtt | 1.61 KB | ||
| 03. L5A05 Measuring Success-EfneOKbz9dg.mp4 | 3.02 MB | ||
| 03. Measuring Success.html | 7.24 KB | ||
| 04. L5A06 Quiz- Outcome V Output-hDuE_-cbUkE.en.vtt | 1.17 KB | ||
| 04. L5A06 Quiz- Outcome V Output-hDuE_-cbUkE.mp4 | 1.53 MB | ||
| 04. Outcome vs. Output.html | 6.86 KB | ||
| 05. Outcomes Quiz.html | 8.49 KB | ||
| 06. Chatbot Example.html | 7.4 KB | ||
| 06. L5A07 Chatbot Example-Xzdm0FhwYMY.en.vtt | 2.3 KB | ||
| 06. L5A07 Chatbot Example-Xzdm0FhwYMY.mp4 | 2.97 MB | ||
| 07. AB Testing & Versioning.html | 7.72 KB | ||
| 07. L5A08 A-B Testing Versioning-2jCgvJLLWyM.en.vtt | 3.37 KB | ||
| 07. L5A08 A-B Testing Versioning-2jCgvJLLWyM.mp4 | 5 MB | ||
| 08. L5A10 Monitor Bias-bUAXJmaQu-8.en.vtt | 4.57 KB | ||
| 08. L5A10 Monitor Bias-bUAXJmaQu-8.mp4 | 7.19 MB | ||
| 08. Monitor Bias.html | 7.88 KB | ||
| 09. Text Bias Quiz.html | 8.05 KB | ||
| 10. Addressing Unwanted Bias.html | 6.89 KB | ||
| 10. L5A11 Addressing Unwanted Bias-dYP5YpZlkTQ.en.vtt | 3.61 KB | ||
| 10. L5A11 Addressing Unwanted Bias-dYP5YpZlkTQ.mp4 | 5.49 MB | ||
| 11. Continuous Learning.html | 8.18 KB | ||
| 11. L5A13 Continuous Learning-vGb42P2biEs.en.vtt | 2.84 KB | ||
| 11. L5A13 Continuous Learning-vGb42P2biEs.mp4 | 3.93 MB | ||
| 12. L5A14 Spam Filter-eeqTU7C-L7Q.en.vtt | 1.37 KB | ||
| 12. L5A14 Spam Filter-eeqTU7C-L7Q.mp4 | 2.16 MB | ||
| 12. Spam Filter.html | 6.83 KB | ||
| 13. L5A15 Model Optimization And Staleness-mKz7u8TilEo.en.vtt | 2.69 KB | ||
| 13. L5A15 Model Optimization And Staleness-mKz7u8TilEo.mp4 | 3.2 MB | ||
| 13. Model Optimization & Staleness.html | 8.02 KB | ||
| 14. Compliance and Ethics.html | 7.42 KB | ||
| 14. L5A17 Compliance And Ethics-IJYkDoJC__E.en.vtt | 1.44 KB | ||
| 14. L5A17 Compliance And Ethics-IJYkDoJC__E.mp4 | 3.02 MB | ||
| 15. L5A18 Privacy-First Approach-8usbdtQ1yKQ.en.vtt | 3 KB | ||
| 15. L5A18 Privacy-First Approach-8usbdtQ1yKQ.mp4 | 3.8 MB | ||
| 15. Privacy-First Approach.html | 7.62 KB | ||
| 16. L5A19 Scaling A Product-LRa6D8Prqwc.en.vtt | 2.03 KB | ||
| 16. L5A19 Scaling A Product-LRa6D8Prqwc.mp4 | 2.41 MB | ||
| 16. Scaling a Product.html | 6.85 KB | ||
| 17. L5A20 Summary-Outro-QtpFO0u89Ws.en.vtt | 605 B | ||
| 17. L5A20 Summary-Outro-QtpFO0u89Ws.mp4 | 942.97 KB | ||
| 17. Summary of Skills.html | 6.72 KB | ||
| img | |||
| cj-newvoice.gif | 605.15 KB | ||
| polaris-consent.jpg?042148 | 395.73 KB | ||
| screen-shot-2019-05-29-at-2.19.38-pm.png | 360.15 KB | ||
| index.html | 5.45 KB | ||
| Part 04-Module 01-Lesson 02_Case Study Video Annotation | |||
| 01. A03 Overview Of AI Product Dev-vO0ccgI5ofM.en.vtt | 3.08 KB | ||
| 01. A03 Overview Of AI Product Dev-vO0ccgI5ofM.mp4 | 14.7 MB | ||
| 01. Intro & AI Product Development.html | 6.24 KB | ||
| 02. A04 Identify The Business Problem-vXFfcntI8mQ.en.vtt | 3.2 KB | ||
| 02. A04 Identify The Business Problem-vXFfcntI8mQ.mp4 | 16.72 MB | ||
| 02. Identify the Business Problem.html | 6.23 KB | ||
| 03. A05 Video Annotation Problem-lh49CDX8Yjw.en.vtt | 3.18 KB | ||
| 03. A05 Video Annotation Problem-lh49CDX8Yjw.mp4 | 17.53 MB | ||
| 03. Video Annotation Problem.html | 6.2 KB | ||
| 04. A06 Prototype, Test, Refine-LUk-6erdj9o.en.vtt | 2.03 KB | ||
| 04. A06 Prototype, Test, Refine-LUk-6erdj9o.mp4 | 9.19 MB | ||
| 04. Prototype & Impact.html | 6.89 KB | ||
| 05. A07 Real-Data Prototype-dJ3SXbrtnsc.en.vtt | 9.12 KB | ||
| 05. A07 Real-Data Prototype-dJ3SXbrtnsc.mp4 | 37.14 MB | ||
| 05. Real-Data Prototype.html | 7.15 KB | ||
| 06. Product Efficacy Quiz.html | 7.3 KB | ||
| 07. A09 Final Prototype-Product-sFP8srdco0I.en.vtt | 2.53 KB | ||
| 07. A09 Final Prototype-Product-sFP8srdco0I.mp4 | 13.74 MB | ||
| 07. Test, Refine - Final Product.html | 6.22 KB | ||
| 08. A10 Release, Measure Update-pbXG1OyAMmQ.en.vtt | 3.53 KB | ||
| 08. A10 Release, Measure Update-pbXG1OyAMmQ.mp4 | 17.55 MB | ||
| 08. Release, Measure, Update.html | 6.98 KB | ||
| 09. A12 Always Learning-pZ-OE6T1uJs.en.vtt | 812 B | ||
| 09. A12 Always Learning-pZ-OE6T1uJs.mp4 | 4.34 MB | ||
| 09. Always Learning.html | 6.14 KB | ||
| 10. A13 Conclusion-DNeQAJwN9is.en.vtt | 2.11 KB | ||
| 10. A13 Conclusion-DNeQAJwN9is.mp4 | 8.8 MB | ||
| 10. Conclusion.html | 6 KB | ||
| img | |||
| screen-shot-2019-05-29-at-3.24.49-pm.png | 226.56 KB | ||
| index.html | 4.9 KB | ||
| Part 04-Module 02-Lesson 01_Project Capstone Proposal | |||
| 01. Project Overview.html | 8.36 KB | ||
| 02. Project Materials.html | 6.32 KB | ||
| Project Description - Create an AI Product Business Proposal.html | 5.43 KB | ||
| Project Rubric - Create an AI Product Business Proposal.html | 13.2 KB | ||
| index.html | 4.48 KB | ||
| assets | |||
| css | |||
| bootstrap.min.css | 137.64 KB | ||
| fonts | |||
| KaTeX_AMS-Regular.ttf | 69.75 KB | ||
| KaTeX_AMS-Regular.woff | 39.26 KB | ||
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| bootstrap.min.js | 49.85 KB | ||
| jquery-3.3.1.min.js | 84.89 KB | ||
| jquery.mCustomScrollbar.concat.min.js | 44.42 KB | ||
| katex.min.js | 231.26 KB | ||
| plyr.polyfilled.min.js | 126.16 KB | ||
| index.html | 37.2 KB |
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NANODEGREE PROGRAM–nd088
Become an AI Product Manager
Learn to develop AI products that deliver business value. Build skills that help you compete in the new AI-powered world.
• ESTIMATED TIME
2 Months
At 5-10 hours/week
• ENROLL BY
September 25, 2019
Get access to classroom immediately on enrollment
• PREREQUISITES
No Experience Required
See prerequisites in detail
IN COLLABORATION WITH
What You Will Learn
SYLLABUS
AI Product Manager
You’ll learn how to evaluate the business value of an AI product. You’ll start by building familiarity and fluency with common AI concepts. You’ll then learn how to scope and build a data set, train a model, and evaluate its business impact. Finally, you’ll learn how to ensure a product is successful by focusing on scalability, potential biases, and compliance. Along the way, you’ll review case studies and examples to help you focus on how to define metrics to measure the business value for a proposed product.
Estimated 2 Months
PREREQUISITE KNOWLEDGE
No prior experience is required.
• Introduction to AI in Business
Gain foundational knowledge of AI and machine learning, how to develop a business case for an AI application, and how and when to use AI in a product.
• Creating a Dataset
A high-quality training data set is essential for machine learning models. Learn how to create a high-quality dataset, including how well the data fits a particular use case.
CREATE A MEDICAL IMAGE ANNOTATION DATA SET WITH FIGURE EIGHT
• Building a Model
Learn how a neural network produces a decision and how “training” works. You’ll also learn how to use training data and how to evaluate the results of a model.
BUILD A MODEL WITH GOOGLE AUTOML
• Measuring Impact and Updating Models
Learn how to measure post-deployment impact, and how to make data-informed improvements on your model. You’ll also learn how to avoid unwanted bias, ensure security and compliance, and how to scale your product.
CAPSTONE PROJECT
NEED TO PREPARE?
There are no requirements to enroll in this program.
Learn with the best
GET STARTED
Become an AI Product Manager
LEARN
Develop products that leverage AI by learning how AI can influence your business, how to scope and train AI models, and how to measure success.
AVERAGE TIME
On average, successful students take 2 months to complete this Nanodegree program.
BENEFITS INCLUDE
• Real-world projects from industry experts
• 1-on-1 technical mentor
• Personal career coach & career services

| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
|
Udacity | Intel® Edge AI for IoT Developers | Nanodegree Program [FCO] Posted by
SunRiseZone in Other
|
1.37 GB | SunRiseZone | 6 years | 0 | 1 |
| 2.44 GB | SunRiseZone | 6 years | 6 | 1 | |
| 1.9 GB | abia9220 | 6 years | 3 | 4 | |
| 5.7 GB | CourseClub | 6 years | 2 | 0 | |
| 5.7 GB | abia9220 | 6 years | 0 | 2 |
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