Filename | Size |
| 1. Welcome to the course/1. Updates on Udemy Reviews.mp4 | 61.1 MB |
| 1. Welcome to the course/1. Updates on Udemy Reviews.srt | 6.3 KB |
| 1. Welcome to the course/2. What is Deep Learning.mp4 | 31.3 MB |
| 1. Welcome to the course/2. What is Deep Learning.srt | 23.9 KB |
| 1. Welcome to the course/3. BONUS Learning Paths.html | 2.4 KB |
| 1. Welcome to the course/4. Installing Python.mp4 | 20.4 MB |
| 1. Welcome to the course/4. Installing Python.srt | 16.3 KB |
| 1. Welcome to the course/5. How to get the dataset.mp4 | 6.5 MB |
| 1. Welcome to the course/5. How to get the dataset.srt | 3.5 KB |
| 1. Welcome to the course/6. BONUS Meet Your Instructors.html | 1.2 KB |
| 1. Welcome to the course/7. Some Additional Resources!!.html | 611 B |
| 1. Welcome to the course/8. FAQBot!.html | 1.8 KB |
| 10. Building a CNN/1. How to get the dataset.mp4 | 6.5 MB |
| 10. Building a CNN/1. How to get the dataset.srt | 3.5 KB |
| 10. Building a CNN/10. Building a CNN - Step 7.mp4 | 12.6 MB |
| 10. Building a CNN/10. Building a CNN - Step 7.srt | 12.4 KB |
| 10. Building a CNN/11. Building a CNN - Step 8.mp4 | 6.8 MB |
| 10. Building a CNN/11. Building a CNN - Step 8.srt | 5.6 KB |
| 10. Building a CNN/12. Building a CNN - Step 9.mp4 | 46.9 MB |
| 10. Building a CNN/12. Building a CNN - Step 9.srt | 39.6 KB |
| 10. Building a CNN/13. Building a CNN - Step 10.mp4 | 20.5 MB |
| 10. Building a CNN/13. Building a CNN - Step 10.srt | 17.3 KB |
| 10. Building a CNN/2. Installing Keras.html | 927 B |
| 10. Building a CNN/3. Introduction to CNNs.mp4 | 7.9 MB |
| 10. Building a CNN/3. Introduction to CNNs.srt | 8.6 KB |
| 10. Building a CNN/4. Building a CNN - Step 1.mp4 | 19.2 MB |
| 10. Building a CNN/4. Building a CNN - Step 1.srt | 18.5 KB |
| 10. Building a CNN/5. Building a CNN - Step 2.mp4 | 5.9 MB |
| 10. Building a CNN/5. Building a CNN - Step 2.srt | 5.7 KB |
| 10. Building a CNN/6. Building a CNN - Step 3.mp4 | 2.2 MB |
| 10. Building a CNN/6. Building a CNN - Step 3.srt | 2.4 KB |
| 10. Building a CNN/7. Building a CNN - Step 4.mp4 | 27.2 MB |
| 10. Building a CNN/7. Building a CNN - Step 4.srt | 26.7 KB |
| 10. Building a CNN/8. Building a CNN - Step 5.mp4 | 9.9 MB |
| 10. Building a CNN/8. Building a CNN - Step 5.srt | 9.8 KB |
| 10. Building a CNN/9. Building a CNN - Step 6.mp4 | 9.7 MB |
| 10. Building a CNN/9. Building a CNN - Step 6.srt | 10.3 KB |
| 11. Homework - What's that pet/1. Homework Instruction.html | 838 B |
| 11. Homework - What's that pet/2. Homework Solution.mp4 | 41 MB |
| 11. Homework - What's that pet/2. Homework Solution.srt | 30.8 KB |
| 12. Evaluating, Improving and Tuning the CNN/1. Homework Challenge - Get the gold medal.html | 917 B |
| 12. Evaluating, Improving and Tuning the CNN/2. Homework Challenge Solution - Get the gold medal.html | 185 B |
| 13. ---------------------- Part 3 - Recurrent Neural Networks ----------------------/1. Welcome to Part 3 - Recurrent Neural Networks.html | 1 KB |
| 14. RNN Intuition/1. What You'll Need for RNN.html | 366 B |
| 14. RNN Intuition/2. Plan of attack.mp4 | 4.2 MB |
| 14. RNN Intuition/2. Plan of attack.srt | 4.8 KB |
| 14. RNN Intuition/3. The idea behind Recurrent Neural Networks.mp4 | 37.3 MB |
| 14. RNN Intuition/3. The idea behind Recurrent Neural Networks.srt | 31.7 KB |
| 14. RNN Intuition/4. The Vanishing Gradient Problem.mp4 | 29 MB |
| 14. RNN Intuition/4. The Vanishing Gradient Problem.srt | 29.7 KB |
| 14. RNN Intuition/5. LSTMs.mp4 | 46 MB |
| 14. RNN Intuition/5. LSTMs.srt | 39.3 KB |
| 14. RNN Intuition/6. Practical intuition.mp4 | 52.8 MB |
| 14. RNN Intuition/6. Practical intuition.srt | 28 KB |
| 14. RNN Intuition/7. EXTRA LSTM Variations.mp4 | 7.3 MB |
| 14. RNN Intuition/7. EXTRA LSTM Variations.srt | 6.8 KB |
| 15. Building a RNN/1. How to get the dataset.mp4 | 6.5 MB |
| 15. Building a RNN/1. How to get the dataset.srt | 3.5 KB |
| 15. Building a RNN/10. Building a RNN - Step 8.mp4 | 13.4 MB |
| 15. Building a RNN/10. Building a RNN - Step 8.srt | 11.4 KB |
| 15. Building a RNN/11. Building a RNN - Step 9.mp4 | 8.2 MB |
| 15. Building a RNN/11. Building a RNN - Step 9.srt | 6.5 KB |
| 15. Building a RNN/12. Building a RNN - Step 10.mp4 | 11.4 MB |
| 15. Building a RNN/12. Building a RNN - Step 10.srt | 9.3 KB |
| 15. Building a RNN/13. Building a RNN - Step 11.mp4 | 29.3 MB |
| 15. Building a RNN/13. Building a RNN - Step 11.srt | 18.6 KB |
| 15. Building a RNN/14. Building a RNN - Step 12.mp4 | 13.5 MB |
| 15. Building a RNN/14. Building a RNN - Step 12.srt | 9.4 KB |
| 15. Building a RNN/15. Building a RNN - Step 13.mp4 | 39.9 MB |
| 15. Building a RNN/15. Building a RNN - Step 13.srt | 30.9 KB |
| 15. Building a RNN/16. Building a RNN - Step 14.mp4 | 21.5 MB |
| 15. Building a RNN/16. Building a RNN - Step 14.srt | 14.1 KB |
| 15. Building a RNN/17. Building a RNN - Step 15.mp4 | 21.7 MB |
| 15. Building a RNN/17. Building a RNN - Step 15.srt | 17.7 KB |
| 15. Building a RNN/2. Installing Keras.html | 927 B |
| 15. Building a RNN/3. Building a RNN - Step 1.mp4 | 13.7 MB |
| 15. Building a RNN/3. Building a RNN - Step 1.srt | 12 KB |
| 15. Building a RNN/4. Building a RNN - Step 2.mp4 | 15.6 MB |
| 15. Building a RNN/4. Building a RNN - Step 2.srt | 12.7 KB |
| 15. Building a RNN/5. Building a RNN - Step 3.mp4 | 15.9 MB |
| 15. Building a RNN/5. Building a RNN - Step 3.srt | 10.5 KB |
| 15. Building a RNN/6. Building a RNN - Step 4.mp4 | 37.1 MB |
| 15. Building a RNN/6. Building a RNN - Step 4.srt | 25.3 KB |
| 15. Building a RNN/7. Building a RNN - Step 5.mp4 | 26.2 MB |
| 15. Building a RNN/7. Building a RNN - Step 5.srt | 19.7 KB |
| 15. Building a RNN/8. Building a RNN - Step 6.mp4 | 6.8 MB |
| 15. Building a RNN/8. Building a RNN - Step 6.srt | 6.1 KB |
| 15. Building a RNN/9. Building a RNN - Step 7.mp4 | 20.8 MB |
| 15. Building a RNN/9. Building a RNN - Step 7.srt | 15.9 KB |
| 16. Evaluating, Improving and Tuning the RNN/1. Evaluating the RNN.html | 1.7 KB |
| 16. Evaluating, Improving and Tuning the RNN/2. Improving the RNN.html | 1.3 KB |
| 16. Evaluating, Improving and Tuning the RNN/3. Tuning the RNN.html | 693 B |
| 17. ------------------------ Part 4 - Self Organizing Maps ------------------------/1. Welcome to Part 4 - Self Organizing Maps.html | 333 B |
| 18. SOMs Intuition/1. Plan of attack.mp4 | 4.5 MB |
| 18. SOMs Intuition/1. Plan of attack.srt | 6.6 KB |
| 18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).mp4 | 18.5 MB |
| 18. SOMs Intuition/10. EXTRA K-means Clustering (part 3).srt | 25 KB |
| 18. SOMs Intuition/2. How do Self-Organizing Maps Work.mp4 | 16 MB |
| 18. SOMs Intuition/2. How do Self-Organizing Maps Work.srt | 18.3 KB |