Filename | Size |
| 1. Outline and Review/1. Introduction and Outline.mp4 | 2.9 MB |
| 1. Outline and Review/1. Introduction and Outline.srt | 3.5 KB |
| 1. Outline and Review/2. Review of Important Concepts.mp4 | 5.7 MB |
| 1. Outline and Review/2. Review of Important Concepts.srt | 6.4 KB |
| 1. Outline and Review/3. Where to get the code and data for this course.mp4 | 5.6 MB |
| 1. Outline and Review/3. Where to get the code and data for this course.srt | 4.9 KB |
| 1. Outline and Review/4. How to Succeed in this Course.mp4 | 6.4 MB |
| 1. Outline and Review/4. How to Succeed in this Course.srt | 4.3 KB |
| 1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4 | 18.9 MB |
| 1. Outline and Review/5. Tensorflow or Theano - Your Choice!.srt | 6 KB |
| 1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.mp4 | 10.1 MB |
| 1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.srt | 4.4 KB |
| 2. Convolution/1. Real-Life Examples of Convolution.mp4 | 82.2 MB |
| 2. Convolution/1. Real-Life Examples of Convolution.srt | 9.3 KB |
| 2. Convolution/2. Beginner's Guide to Convolution.mp4 | 34.3 MB |
| 2. Convolution/2. Beginner's Guide to Convolution.srt | 8.2 KB |
| 2. Convolution/3. What is convolution.mp4 | 8.5 MB |
| 2. Convolution/3. What is convolution.srt | 9.4 KB |
| 2. Convolution/4. Convolution example with audio Echo.mp4 | 12.1 MB |
| 2. Convolution/4. Convolution example with audio Echo.srt | 6.7 KB |
| 2. Convolution/5. Convolution example with images Gaussian Blur.mp4 | 12.3 MB |
| 2. Convolution/5. Convolution example with images Gaussian Blur.srt | 4.1 KB |
| 2. Convolution/6. Convolution example with images Edge Detection.mp4 | 7.9 MB |
| 2. Convolution/6. Convolution example with images Edge Detection.srt | 3.3 KB |
| 2. Convolution/7. Write Convolution Yourself.mp4 | 18.3 MB |
| 2. Convolution/7. Write Convolution Yourself.srt | 11.6 KB |
| 2. Convolution/8. Alternative Views on Convolution.mp4 | 10.2 MB |
| 2. Convolution/8. Alternative Views on Convolution.srt | 8.7 KB |
| 3. Convolutional Neural Network Description/1. Translational Invariance.mp4 | 3.6 MB |
| 3. Convolutional Neural Network Description/1. Translational Invariance.srt | 4.1 KB |
| 3. Convolutional Neural Network Description/2. Architecture of a CNN.mp4 | 8.5 MB |
| 3. Convolutional Neural Network Description/2. Architecture of a CNN.srt | 8.3 KB |
| 3. Convolutional Neural Network Description/3. Convolution on 3-D Images.mp4 | 8.5 MB |
| 3. Convolutional Neural Network Description/3. Convolution on 3-D Images.srt | 14.7 KB |
| 3. Convolutional Neural Network Description/4. Tracking Shapes in a CNN.mp4 | 13.2 MB |
| 3. Convolutional Neural Network Description/4. Tracking Shapes in a CNN.srt | 21.3 KB |
| 3. Convolutional Neural Network Description/5. Relationship to Biology.mp4 | 3.9 MB |
| 3. Convolutional Neural Network Description/5. Relationship to Biology.srt | 3.7 KB |
| 3. Convolutional Neural Network Description/6. Convolution and Pooling Gradients.mp4 | 4.2 MB |
| 3. Convolutional Neural Network Description/6. Convolution and Pooling Gradients.srt | 4.6 KB |
| 3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.mp4 | 21.7 MB |
| 3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.srt | 19.7 KB |
| 4. Convolutional Neural Network in Theano/1. Theano - Building the CNN components.mp4 | 7 MB |
| 4. Convolutional Neural Network in Theano/1. Theano - Building the CNN components.srt | 7.2 KB |
| 4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.mp4 | 39.4 MB |
| 4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.srt | 6.9 KB |
| 4. Convolutional Neural Network in Theano/3. Visualizing the Learned Filters.mp4 | 8.9 MB |
| 4. Convolutional Neural Network in Theano/3. Visualizing the Learned Filters.srt | 5.9 KB |
| 5. Convolutional Neural Network in TensorFlow/1. TensorFlow - Building the CNN components.mp4 | 5.9 MB |
| 5. Convolutional Neural Network in TensorFlow/1. TensorFlow - Building the CNN components.srt | 6.3 KB |
| 5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.mp4 | 79.1 MB |
| 5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.srt | 5.9 KB |
| 6. Practical Tips/1. Practical Image Processing Tips.mp4 | 4.9 MB |
| 6. Practical Tips/1. Practical Image Processing Tips.srt | 5.4 KB |
| 6. Practical Tips/2. Advanced CNNs and how to Design your Own.mp4 | 19.6 MB |
| 6. Practical Tips/2. Advanced CNNs and how to Design your Own.srt | 15.8 KB |
| 7. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.mp4 | 9.8 MB |
| 7. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.srt | 6.9 KB |
| 7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4 | 21.4 MB |
| 7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.srt | 19.8 KB |
| 7. Project Facial Expression Recognition/3. The class imbalance problem.mp4 | 10.1 MB |
| 7. Project Facial Expression Recognition/3. The class imbalance problem.srt | 9 KB |
| 7. Project Facial Expression Recognition/4. Utilities walkthrough.mp4 | 13.5 MB |
| 7. Project Facial Expression Recognition/4. Utilities walkthrough.srt | 6.7 KB |
| 7. Project Facial Expression Recognition/5. Convolutional Net in Theano.mp4 | 51.7 MB |
| 7. Project Facial Expression Recognition/5. Convolutional Net in Theano.srt | 19.6 KB |
| 7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.mp4 | 47.7 MB |
| 7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.srt | 17.7 KB |
| 7. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.mp4 | 2.9 MB |
| 7. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.srt | 1.7 KB |
| 8. Appendix/1. What is the Appendix.mp4 | 5.5 MB |
| 8. Appendix/1. What is the Appendix.srt | 3.8 KB |
| 8. Appendix/10. Is Theano Dead.mp4 | 17.8 MB |
| 8. Appendix/10. Is Theano Dead.srt | 13.8 KB |
| 8. Appendix/11. What order should I take your courses in (part 1).mp4 | 29.3 MB |
| 8. Appendix/11. What order should I take your courses in (part 1).srt | 17.1 KB |
| 8. Appendix/12. What order should I take your courses in (part 2).mp4 | 37.6 MB |
| 8. Appendix/12. What order should I take your courses in (part 2).srt | 25.1 KB |
| 8. Appendix/2. Windows-Focused Environment Setup 2018.mp4 | 186.4 MB |
| 8. Appendix/2. Windows-Focused Environment Setup 2018.srt | 21.6 KB |
| 8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.9 MB |
| 8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt | 16.8 KB |
| 8. Appendix/4. How to Code by Yourself (part 1).mp4 | 24.5 MB |
| 8. Appendix/4. How to Code by Yourself (part 1).srt | 27.8 KB |
| 8. Appendix/5. How to Code by Yourself (part 2).mp4 | 14.8 MB |
| 8. Appendix/5. How to Code by Yourself (part 2).srt | 16.1 KB |
| 8. Appendix/6. How to Uncompress a .tar.gz file.mp4 | 5.4 MB |
| 8. Appendix/6. How to Uncompress a .tar.gz file.srt | 4.4 KB |
| 8. Appendix/7. How to Succeed in this Course (Long Version).mp4 | 18.3 MB |
| 8. Appendix/7. How to Succeed in this Course (Long Version).srt | 15.5 KB |
| 8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 39 MB |
| 8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt | 33.9 KB |
| 8. Appendix/9. Python 2 vs Python 3.mp4 | 7.8 MB |
| 8. Appendix/9. Python 2 vs Python 3.srt | 6.7 KB |