Filename | Size |
| Recommender Systems and Deep Learning in Python/1. Welcome/1. Introduction.mp4 | 21.6 MB |
| Recommender Systems and Deep Learning in Python/1. Welcome/1. Introduction.vtt | 3.8 KB |
| Recommender Systems and Deep Learning in Python/1. Welcome/2. Outline of the course.mp4 | 34.2 MB |
| Recommender Systems and Deep Learning in Python/1. Welcome/2. Outline of the course.vtt | 5.8 KB |
| Recommender Systems and Deep Learning in Python/1. Welcome/3. Where to get the code.mp4 | 27.1 MB |
| Recommender Systems and Deep Learning in Python/1. Welcome/3. Where to get the code.vtt | 6.1 KB |
| Recommender Systems and Deep Learning in Python/1. Welcome/Must Read.txt | 540 B |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/1. Section Introduction and Outline.mp4 | 27.3 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/1. Section Introduction and Outline.vtt | 4.8 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/10. Bayesian Approach part 2 (Sampling and Ranking).mp4 | 24.5 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/10. Bayesian Approach part 2 (Sampling and Ranking).vtt | 6.4 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/11. Bayesian Approach part 3 (Gaussian).mp4 | 32.7 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/11. Bayesian Approach part 3 (Gaussian).vtt | 9 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/12. Bayesian Approach part 4 (Code).mp4 | 106.5 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/12. Bayesian Approach part 4 (Code).vtt | 12.2 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/13. Demographics and Supervised Learning.mp4 | 48.6 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/13. Demographics and Supervised Learning.vtt | 7.9 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/14. PageRank (part 1).mp4 | 54.9 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/14. PageRank (part 1).vtt | 11.4 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/15. PageRank (part 2).mp4 | 49.9 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/15. PageRank (part 2).vtt | 12.8 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/16. Evaluating a Ranking.mp4 | 34.9 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/16. Evaluating a Ranking.vtt | 5.2 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/17. Section Conclusion.mp4 | 31 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/17. Section Conclusion.vtt | 4.4 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/2. Perspective for this Section.mp4 | 18.3 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/2. Perspective for this Section.vtt | 4.5 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/3. Basic Intuitions.mp4 | 30.6 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/3. Basic Intuitions.vtt | 5.9 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/4. Associations.mp4 | 29.9 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/4. Associations.vtt | 5 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/5. Hacker News - Will you be penalized for talking about the NSA.mp4 | 37.6 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/5. Hacker News - Will you be penalized for talking about the NSA.vtt | 8 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/6. Reddit - Should censorship based on politics be allowed.mp4 | 53.1 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/6. Reddit - Should censorship based on politics be allowed.vtt | 10.1 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/7. Problems with Average Rating & Explore vs. Exploit (part 1).mp4 | 47.7 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/7. Problems with Average Rating & Explore vs. Exploit (part 1).vtt | 12.3 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/8. Problems with Average Rating & Explore vs. Exploit (part 2).mp4 | 45.6 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/8. Problems with Average Rating & Explore vs. Exploit (part 2).vtt | 9.2 KB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/9. Bayesian Approach part 1 (Optional).mp4 | 44.9 MB |
| Recommender Systems and Deep Learning in Python/2. Simple Recommendation Systems/9. Bayesian Approach part 1 (Optional).vtt | 12.1 KB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/1. Collaborative Filtering Section Introduction.mp4 | 51.6 MB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/1. Collaborative Filtering Section Introduction.vtt | 13 KB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/2. User-User Collaborative Filtering.mp4 | 60.7 MB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/2. User-User Collaborative Filtering.vtt | 15.8 KB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/3. Collaborative Filtering Exercise Prep.mp4 | 43.6 MB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/3. Collaborative Filtering Exercise Prep.vtt | 12 KB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/4. Data Preprocessing.mp4 | 115.9 MB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/4. Data Preprocessing.vtt | 17.5 KB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/5. User-User Collaborative Filtering in Code.mp4 | 153.6 MB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/5. User-User Collaborative Filtering in Code.vtt | 18.6 KB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/6. Item-Item Collaborative Filtering.mp4 | 47.6 MB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/6. Item-Item Collaborative Filtering.vtt | 10.1 KB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/7. Item-Item Collaborative Filtering in Code.mp4 | 69.5 MB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/7. Item-Item Collaborative Filtering in Code.vtt | 7.6 KB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/8. Collaborative Filtering Section Conclusion.mp4 | 29.3 MB |
| Recommender Systems and Deep Learning in Python/3. Collaborative Filtering/8. Collaborative Filtering Section Conclusion.vtt | 6.2 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/1. Matrix Factorization Section Introduction.mp4 | 16.9 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/1. Matrix Factorization Section Introduction.vtt | 4.9 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/10. Probabilistic Matrix Factorization.mp4 | 23 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/10. Probabilistic Matrix Factorization.vtt | 6.6 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/11. Bayesian Matrix Factorization.mp4 | 20.7 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/11. Bayesian Matrix Factorization.vtt | 5.9 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/12. Matrix Factorization in Keras (Discussion).mp4 | 32.2 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/12. Matrix Factorization in Keras (Discussion).vtt | 8.4 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/13. Matrix Factorization in Keras (Code).mp4 | 63.9 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/13. Matrix Factorization in Keras (Code).vtt | 8 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/14. Deep Neural Network (Discussion).mp4 | 15 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/14. Deep Neural Network (Discussion).vtt | 3.1 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/15. Deep Neural Network (Code).mp4 | 25.1 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/15. Deep Neural Network (Code).vtt | 2.9 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/16. Residual Learning (Discussion).mp4 | 7.5 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/16. Residual Learning (Discussion).vtt | 2.2 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/17. Residual Learning (Code).mp4 | 17.2 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/17. Residual Learning (Code).vtt | 1.7 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/18. Autoencoders (AutoRec) Discussion.mp4 | 48.9 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/18. Autoencoders (AutoRec) Discussion.vtt | 11.5 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/19. Autoencoders (AutoRec) Code.mp4 | 102.3 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/2. Matrix Factorization - First Steps.mp4 | 68.7 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/2. Matrix Factorization - First Steps.vtt | 16.7 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/3. Matrix Factorization - Training.mp4 | 32.6 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/3. Matrix Factorization - Training.vtt | 9.7 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/4. Matrix Factorization - Expanding Our Model.mp4 | 34.3 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/4. Matrix Factorization - Expanding Our Model.vtt | 8.5 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/5. Matrix Factorization - Regularization.mp4 | 22.2 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/5. Matrix Factorization - Regularization.vtt | 6.4 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/6. Matrix Factorization - Exercise Prompt.mp4 | 4.3 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/6. Matrix Factorization - Exercise Prompt.vtt | 1.3 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/7. Matrix Factorization in Code.mp4 | 53.2 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/7. Matrix Factorization in Code.vtt | 6.3 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/8. Matrix Factorization in Code - Vectorized.mp4 | 97.4 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/8. Matrix Factorization in Code - Vectorized.vtt | 11.1 KB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/9. SVD (Singular Value Decomposition).mp4 | 32.6 MB |
| Recommender Systems and Deep Learning in Python/4. Matrix Factorization and Deep Learning/9. SVD (Singular Value Decomposition).vtt | 8.2 KB |
| Recommender Systems and Deep Learning in Python/8. Appendix/2. Windows-Focused Environment Setup 2018.mp4 | 194.3 MB |
| Recommender Systems and Deep Learning in Python/ReadMe.txt | 538 B |