| 1. Backpropagation Supplementary Lectures Introduction.mp4 | 1.7 MB | ||
| 1. Backpropagation Supplementary Lectures Introduction.vtt | 1.4 KB | ||
| 1. Facial Expression Recognition Project Introduction.mp4 | 9.8 MB | ||
| 1. Facial Expression Recognition Project Introduction.vtt | 6.1 KB | ||
| 1. Introduction and Outline.mp4 | 6.1 MB | ||
| 1. Introduction and Outline.vtt | 6.2 KB | ||
| 1. Neural Networks with No Math.mp4 | 7.3 MB | ||
| 1. Neural Networks with No Math.vtt | 6.5 KB | ||
| 1. Practical Issues Section Introduction and Outline.mp4 | 2.7 MB | ||
| 1. Practical Issues Section Introduction and Outline.vtt | 2.3 KB | ||
| 1. Prediction Section Introduction and Outline.mp4 | 9 MB | ||
| 1. Prediction Section Introduction and Outline.vtt | 7.7 KB | ||
| 1. Review Section Introduction.mp4 | 12.5 MB | ||
| 1. Review Section Introduction.vtt | 2.6 KB | ||
| 1. TensorFlow plug-and-play example.mp4 | 15.9 MB | ||
| 1. TensorFlow plug-and-play example.vtt | 7.3 KB | ||
| 1. Training Section Introduction and Outline.mp4 | 4.4 MB | ||
| 1. Training Section Introduction and Outline.vtt | 4 KB | ||
| 1. What is the Appendix.mp4 | 5.5 MB | ||
| 1. What is the Appendix.vtt | 3.4 KB | ||
| 10. Building an entire feedforward neural network in Python.mp4 | 13.9 MB | ||
| 10. Building an entire feedforward neural network in Python.vtt | 5.1 KB | ||
| 10. E-Commerce Course Project Training Logistic Regression with Softmax.mp4 | 20.3 MB | ||
| 10. E-Commerce Course Project Training Logistic Regression with Softmax.vtt | 6.5 KB | ||
| 10. How to Uncompress a .tar.gz file.mp4 | 5.4 MB | ||
| 10. How to Uncompress a .tar.gz file.vtt | 3.9 KB | ||
| 11. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 | 4 MB | ||
| 11. BONUS Where to get Udemy coupons and FREE deep learning material.vtt | 3.3 KB | ||
| 11. E-Commerce Course Project Pre-Processing the Data.mp4 | 11.2 MB | ||
| 11. E-Commerce Course Project Pre-Processing the Data.vtt | 5.3 KB | ||
| 11. E-Commerce Course Project Training a Neural Network.mp4 | 15.5 MB | ||
| 11. E-Commerce Course Project Training a Neural Network.vtt | 4.7 KB | ||
| 12. E-Commerce Course Project Making Predictions.mp4 | 7.6 MB | ||
| 12. E-Commerce Course Project Making Predictions.vtt | 3.5 KB | ||
| 12. Python 2 vs Python 3.mp4 | 7.8 MB | ||
| 12. Python 2 vs Python 3.vtt | 5.9 KB | ||
| 12. Training Quiz.mp4 | 8.3 MB | ||
| 12. Training Quiz.vtt | 6.6 KB | ||
| 13. Prediction Quizzes.mp4 | 5.1 MB | ||
| 13. Prediction Quizzes.vtt | 4.2 KB | ||
| 13. Training Section Summary.mp4 | 4.1 MB | ||
| 13. Training Section Summary.vtt | 3.7 KB | ||
| 13. Where does this course fit into your deep learning studies (Old Version).mp4 | 8.5 MB | ||
| 13. Where does this course fit into your deep learning studies (Old Version).vtt | 7.4 KB | ||
| 14. Prediction Section Summary.mp4 | 2.8 MB | ||
| 14. Prediction Section Summary.vtt | 2.6 KB | ||
| 14. What order should I take your courses in (part 1).mp4 | 29.3 MB | ||
| 14. What order should I take your courses in (part 1).vtt | 15.2 KB | ||
| 15. What order should I take your courses in (part 2).mp4 | 37.6 MB | ||
| 15. What order should I take your courses in (part 2).vtt | 22.3 KB | ||
| 2. Donut and XOR Review.mp4 | 1.8 MB | ||
| 2. Donut and XOR Review.vtt | 1.5 KB | ||
| 2. Facial Expression Recognition Problem Description.mp4 | 21.4 MB | ||
| 2. Facial Expression Recognition Problem Description.vtt | 15.7 KB | ||
| 2. From Logistic Regression to Neural Networks.mp4 | 8.6 MB | ||
| 2. From Logistic Regression to Neural Networks.vtt | 6.9 KB | ||
| 2. Introduction to the E-Commerce Course Project.mp4 | 14.8 MB | ||
| 2. Introduction to the E-Commerce Course Project.vtt | 13.2 KB | ||
| 2. Visualizing what a neural network has learned using TensorFlow Playground.mp4 | 43.3 MB | ||
| 2. Visualizing what a neural network has learned using TensorFlow Playground.vtt | 9.3 KB | ||
| 2. What do all these symbols and letters mean.mp4 | 14.6 MB | ||
| 2. What do all these symbols and letters mean.vtt | 13.4 KB | ||
| 2. What does machine learning do.mp4 | 25.6 MB | ||
| 2. What does machine learning do.vtt | 7.2 KB | ||
| 2. What's the difference between neural networks and deep learning.mp4 | 14.8 MB | ||
| 2. What's the difference between neural networks and deep learning.vtt | 9.7 KB | ||
| 2. Where does this course fit into your deep learning studies.mp4 | 54.1 MB | ||
| 2. Where does this course fit into your deep learning studies.vtt | 14.3 KB | ||
| 2. Why Learn the Ins and Outs of Backpropagation.mp4 | 15.6 MB | ||
| 2. Why Learn the Ins and Outs of Backpropagation.vtt | 11.6 KB | ||
| 3. Donut and XOR Revisited.mp4 | 14 MB | ||
| 3. Donut and XOR Revisited.vtt | 4.3 KB | ||
| 3. Gradient Descent Tutorial.mp4 | 22.8 MB | ||
| 3. Gradient Descent Tutorial.vtt | 5.2 KB | ||
| 3. Interpreting the Weights of a Neural Network.mp4 | 12.5 MB | ||
| 3. Interpreting the Weights of a Neural Network.vtt | 9.7 KB | ||
| 3. Neuron Predictions.mp4 | 24.5 MB | ||
| 3. Neuron Predictions.vtt | 5.6 KB | ||
| 3. The class imbalance problem.mp4 | 10.1 MB | ||
| 3. The class imbalance problem.vtt | 7.4 KB | ||
| 3. What does it mean to train a neural network.mp4 | 9.7 MB | ||
| 3. What does it mean to train a neural network.vtt | 9 KB | ||
| 3. Where to get the code.mp4 | 23.4 MB | ||
| 3. Where to get the code.vtt | 5.7 KB | ||
| 3. Where to go from here.mp4 | 6.1 MB | ||
| 3. Where to go from here.vtt | 5.6 KB | ||
| 3. Windows-Focused Environment Setup 2018.mp4 | 186.4 MB | ||
| 3. Windows-Focused Environment Setup 2018.vtt | 18.9 KB | ||
| 4. Help with Softmax Derivative.mp4 | 6.3 MB | ||
| 4. Help with Softmax Derivative.vtt | 4.9 KB | ||
| 4. How to Brace Yourself to Learn Backpropagation.mp4 | 37.3 MB | ||
| 4. How to Brace Yourself to Learn Backpropagation.vtt | 9.3 KB | ||
| 4. How to Succeed in this Course.mp4 | 17.4 MB | ||
| 4. How to Succeed in this Course.vtt | 3.7 KB | ||
| 4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.9 MB | ||
| 4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt | 14 KB | ||
| 4. Neural Networks for Regression.mp4 | 25.4 MB | ||
| 4. Neural Networks for Regression.vtt | 12.3 KB | ||
| 4. Neuron Training.mp4 | 38.5 MB | ||
| 4. Neuron Training.vtt | 10.9 KB | ||
| 4. Softmax.mp4 | 4.6 MB | ||
| 4. Softmax.vtt | 3.9 KB | ||
| 4. Utilities walkthrough.mp4 | 13.5 MB | ||
| 4. Utilities walkthrough.vtt | 5.4 KB | ||
| 4. You know more than you think you know.mp4 | 8.2 MB | ||
| 4. You know more than you think you know.vtt | 6.9 KB | ||
| 5. Backpropagation Intro.mp4 | 19.1 MB | ||
| 5. Backpropagation Intro.vtt | 7.8 KB | ||
| 5. Backpropagation with Softmax Troubleshooting.mp4 | 18.2 MB | ||
| 5. Backpropagation with Softmax Troubleshooting.vtt | 15 KB | ||
| 5. Common nonlinearities and their derivatives.mp4 | 2.4 MB | ||
| 5. Common nonlinearities and their derivatives.vtt | 1.8 KB | ||
| 5. Deep Learning Readiness Test.mp4 | 8.6 MB | ||
| 5. Deep Learning Readiness Test.vtt | 7.5 KB | ||
| 5. Facial Expression Recognition in Code (Binary Sigmoid).mp4 | 25.2 MB | ||
| 5. Facial Expression Recognition in Code (Binary Sigmoid).vtt | 8.8 KB | ||
| 5. How to Code by Yourself (part 1).mp4 | 24.5 MB | ||
| 5. How to Code by Yourself (part 1).vtt | 21.3 KB | ||
| 5. How to get good at deep learning + exercises.mp4 | 9.5 MB | ||
| 5. How to get good at deep learning + exercises.vtt | 7.5 KB | ||
| 5. Sigmoid vs. Softmax.mp4 | 2.4 MB | ||
| 5. Sigmoid vs. Softmax.vtt | 1.8 KB | ||
| 6. Backpropagation - what does the weight update depend on.mp4 | 10.1 MB | ||
| 6. Backpropagation - what does the weight update depend on.vtt | 3.3 KB | ||
| 6. Deep neural networks in just 3 lines of code with Sci-Kit Learn.mp4 | 14.1 MB | ||
| 6. Deep neural networks in just 3 lines of code with Sci-Kit Learn.vtt | 11.6 KB | ||
| 6. Facial Expression Recognition in Code (Logistic Regression Softmax).mp4 | 19.8 MB | ||
| 6. Facial Expression Recognition in Code (Logistic Regression Softmax).vtt | 6.8 KB | ||
| 6. Feedforward in Slow-Mo (part 1).mp4 | 30.3 MB | ||
| 6. Feedforward in Slow-Mo (part 1).vtt | 26.5 KB | ||
| 6. How to Code by Yourself (part 2).mp4 | 14.8 MB | ||
| 6. How to Code by Yourself (part 2).vtt | 12.4 KB | ||
| 6. Practical Considerations for Choosing Activation Functions.mp4 | 12.4 MB | ||
| 6. Practical Considerations for Choosing Activation Functions.vtt | 10.1 KB | ||
| 6. Review Section Summary.mp4 | 14 MB | ||
| 6. Review Section Summary.vtt | 4.9 KB | ||
| 7. Backpropagation - recursiveness.mp4 | 11.2 MB | ||
| 7. Backpropagation - recursiveness.vtt | 2.2 KB | ||
| 7. Facial Expression Recognition in Code (ANN Softmax).mp4 | 23.5 MB | ||
| 7. Facial Expression Recognition in Code (ANN Softmax).vtt | 8.6 KB | ||
| 7. Feedforward in Slow-Mo (part 2).mp4 | 16.7 MB | ||
| 7. Feedforward in Slow-Mo (part 2).vtt | 14.3 KB | ||
| 7. How to Succeed in this Course (Long Version).mp4 | 13 MB | ||
| 7. How to Succeed in this Course (Long Version).vtt | 13.7 KB | ||
| 7. Hyperparameters and Cross-Validation.mp4 | 7 MB | ||
| 7. Hyperparameters and Cross-Validation.vtt | 6.2 KB | ||
| 8. Backpropagation in code.mp4 | 46.3 MB | ||
| 8. Backpropagation in code.vtt | 13.2 KB | ||
| 8. Facial Expression Recognition Project Summary.mp4 | 2.9 MB | ||
| 8. Facial Expression Recognition Project Summary.vtt | 1.6 KB | ||
| 8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 39 MB | ||
| 8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt | 29.9 KB | ||
| 8. Manually Choosing Learning Rate and Regularization Penalty.mp4 | 7.8 MB | ||
| 8. Manually Choosing Learning Rate and Regularization Penalty.vtt | 5.5 KB | ||
| 8. Where to get the code for this course.mp4 | 3 MB | ||
| 8. Where to get the code for this course.vtt | 2 KB | ||
| 9. Practical Issues Section Summary.mp4 | 9.6 MB | ||
| 9. Practical Issues Section Summary.vtt | 8.8 KB | ||
| 9. Proof that using Jupyter Notebook is the same as not using it.mp4 | 78.3 MB | ||
| 9. Proof that using Jupyter Notebook is the same as not using it.vtt | 13.2 KB | ||
| 9. Softmax in Code.mp4 | 7.8 MB | ||
| 9. Softmax in Code.vtt | 3.7 KB | ||
| 9. The WRONG Way to Learn Backpropagation.mp4 | 6.8 MB | ||
| 9. The WRONG Way to Learn Backpropagation.vtt | 5.4 KB | ||
| [FreeCourseLab.com].url | 102.4 B | ||
| ▲ 165 total files | |||
Udemy - Data Science: Deep Learning in Python
The MOST in-depth look at neural network theory, and how to code one with pure Python and Tensorflow.
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