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[DesireCourse.Com] Udemy - Recommender Systems and Deep Learning in Python

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File Name
Size
1. Welcome/1. Introduction.mp4
22 MB
1. Welcome/1. Introduction.vtt
3.8 kB
1. Welcome/2. Outline of the course.mp4
34 MB
1. Welcome/2. Outline of the course.vtt
5.8 kB
1. Welcome/3. Where to get the code.mp4
27 MB
1. Welcome/3. Where to get the code.vtt
6.1 kB
2. Simple Recommendation Systems/1. Section Introduction and Outline.mp4
27 MB
2. Simple Recommendation Systems/1. Section Introduction and Outline.vtt
4.8 kB
2. Simple Recommendation Systems/10. Bayesian Approach part 2 (Sampling and Ranking).mp4
24 MB
2. Simple Recommendation Systems/10. Bayesian Approach part 2 (Sampling and Ranking).vtt
6.4 kB
2. Simple Recommendation Systems/11. Bayesian Approach part 3 (Gaussian).mp4
33 MB
2. Simple Recommendation Systems/11. Bayesian Approach part 3 (Gaussian).vtt
9.0 kB
2. Simple Recommendation Systems/12. Bayesian Approach part 4 (Code).mp4
106 MB
2. Simple Recommendation Systems/12. Bayesian Approach part 4 (Code).vtt
12 kB
2. Simple Recommendation Systems/13. Demographics and Supervised Learning.mp4
49 MB
2. Simple Recommendation Systems/13. Demographics and Supervised Learning.vtt
7.9 kB
2. Simple Recommendation Systems/14. PageRank (part 1).mp4
55 MB
2. Simple Recommendation Systems/14. PageRank (part 1).vtt
11 kB
2. Simple Recommendation Systems/15. PageRank (part 2).mp4
50 MB
2. Simple Recommendation Systems/15. PageRank (part 2).vtt
13 kB
2. Simple Recommendation Systems/16. Evaluating a Ranking.mp4
35 MB
2. Simple Recommendation Systems/16. Evaluating a Ranking.vtt
5.2 kB
2. Simple Recommendation Systems/17. Section Conclusion.mp4
31 MB
2. Simple Recommendation Systems/17. Section Conclusion.vtt
4.4 kB
2. Simple Recommendation Systems/2. Perspective for this Section.mp4
18 MB
2. Simple Recommendation Systems/2. Perspective for this Section.vtt
4.5 kB
2. Simple Recommendation Systems/3. Basic Intuitions.mp4
31 MB
2. Simple Recommendation Systems/3. Basic Intuitions.vtt
5.9 kB
2. Simple Recommendation Systems/4. Associations.mp4
30 MB
2. Simple Recommendation Systems/4. Associations.vtt
5.0 kB
2. Simple Recommendation Systems/5. Hacker News - Will you be penalized for talking about the NSA.mp4
38 MB
2. Simple Recommendation Systems/5. Hacker News - Will you be penalized for talking about the NSA.vtt
8.0 kB
2. Simple Recommendation Systems/6. Reddit - Should censorship based on politics be allowed.mp4
53 MB
2. Simple Recommendation Systems/6. Reddit - Should censorship based on politics be allowed.vtt
10 kB
2. Simple Recommendation Systems/7. Problems with Average Rating _ Explore vs. Exploit (part 1).mp4
48 MB
2. Simple Recommendation Systems/7. Problems with Average Rating _ Explore vs. Exploit (part 1).vtt
12 kB
2. Simple Recommendation Systems/8. Problems with Average Rating _ Explore vs. Exploit (part 2).mp4
46 MB
2. Simple Recommendation Systems/8. Problems with Average Rating _ Explore vs. Exploit (part 2).vtt
9.2 kB
2. Simple Recommendation Systems/9. Bayesian Approach part 1 (Optional).mp4
45 MB
2. Simple Recommendation Systems/9. Bayesian Approach part 1 (Optional).vtt
0 B
3. Collaborative Filtering/1. Collaborative Filtering Section Introduction.mp4
52 MB
3. Collaborative Filtering/1. Collaborative Filtering Section Introduction.vtt
13 kB
3. Collaborative Filtering/2. User-User Collaborative Filtering.mp4
61 MB
3. Collaborative Filtering/2. User-User Collaborative Filtering.vtt
16 kB
3. Collaborative Filtering/3. Collaborative Filtering Exercise Prep.mp4
44 MB
3. Collaborative Filtering/3. Collaborative Filtering Exercise Prep.vtt
12 kB
3. Collaborative Filtering/4. Data Preprocessing.mp4
116 MB
3. Collaborative Filtering/4. Data Preprocessing.vtt
18 kB
3. Collaborative Filtering/5. User-User Collaborative Filtering in Code.mp4
154 MB
3. Collaborative Filtering/5. User-User Collaborative Filtering in Code.vtt
19 kB
3. Collaborative Filtering/6. Item-Item Collaborative Filtering.mp4
48 MB
3. Collaborative Filtering/6. Item-Item Collaborative Filtering.vtt
10 kB
3. Collaborative Filtering/7. Item-Item Collaborative Filtering in Code.mp4
70 MB
3. Collaborative Filtering/7. Item-Item Collaborative Filtering in Code.vtt
7.6 kB
3. Collaborative Filtering/8. Collaborative Filtering Section Conclusion.mp4
29 MB
3. Collaborative Filtering/8. Collaborative Filtering Section Conclusion.vtt
6.2 kB
4. Matrix Factorization and Deep Learning/1. Matrix Factorization Section Introduction.mp4
17 MB
4. Matrix Factorization and Deep Learning/1. Matrix Factorization Section Introduction.vtt
4.9 kB
4. Matrix Factorization and Deep Learning/10. Probabilistic Matrix Factorization.mp4
23 MB
4. Matrix Factorization and Deep Learning/10. Probabilistic Matrix Factorization.vtt
6.6 kB
4. Matrix Factorization and Deep Learning/11. Bayesian Matrix Factorization.mp4
21 MB
4. Matrix Factorization and Deep Learning/11. Bayesian Matrix Factorization.vtt
5.9 kB
4. Matrix Factorization and Deep Learning/12. Matrix Factorization in Keras (Discussion).mp4
32 MB
4. Matrix Factorization and Deep Learning/12. Matrix Factorization in Keras (Discussion).vtt
8.4 kB
4. Matrix Factorization and Deep Learning/13. Matrix Factorization in Keras (Code).mp4
64 MB
4. Matrix Factorization and Deep Learning/13. Matrix Factorization in Keras (Code).vtt
8.0 kB
4. Matrix Factorization and Deep Learning/14. Deep Neural Network (Discussion).mp4
15 MB
4. Matrix Factorization and Deep Learning/14. Deep Neural Network (Discussion).vtt
3.1 kB
4. Matrix Factorization and Deep Learning/15. Deep Neural Network (Code).mp4
25 MB
4. Matrix Factorization and Deep Learning/15. Deep Neural Network (Code).vtt
2.9 kB
4. Matrix Factorization and Deep Learning/16. Residual Learning (Discussion).mp4
7.5 MB
4. Matrix Factorization and Deep Learning/16. Residual Learning (Discussion).vtt
2.2 kB
4. Matrix Factorization and Deep Learning/17. Residual Learning (Code).mp4
17 MB
4. Matrix Factorization and Deep Learning/17. Residual Learning (Code).vtt
1.7 kB
4. Matrix Factorization and Deep Learning/18. Autoencoders (AutoRec) Discussion.mp4
49 MB
4. Matrix Factorization and Deep Learning/18. Autoencoders (AutoRec) Discussion.vtt
12 kB
4. Matrix Factorization and Deep Learning/19. Autoencoders (AutoRec) Code.mp4
102 MB
4. Matrix Factorization and Deep Learning/19. Autoencoders (AutoRec) Code.vtt
13 kB
4. Matrix Factorization and Deep Learning/2. Matrix Factorization - First Steps.mp4
69 MB
4. Matrix Factorization and Deep Learning/2. Matrix Factorization - First Steps.vtt
17 kB
4. Matrix Factorization and Deep Learning/3. Matrix Factorization - Training.mp4
33 MB
4. Matrix Factorization and Deep Learning/3. Matrix Factorization - Training.vtt
9.7 kB
4. Matrix Factorization and Deep Learning/4. Matrix Factorization - Expanding Our Model.mp4
34 MB
4. Matrix Factorization and Deep Learning/4. Matrix Factorization - Expanding Our Model.vtt
8.4 kB
4. Matrix Factorization and Deep Learning/5. Matrix Factorization - Regularization.mp4
22 MB
4. Matrix Factorization and Deep Learning/5. Matrix Factorization - Regularization.vtt
6.4 kB
4. Matrix Factorization and Deep Learning/6. Matrix Factorization - Exercise Prompt.mp4
4.3 MB
4. Matrix Factorization and Deep Learning/6. Matrix Factorization - Exercise Prompt.vtt
1.3 kB
4. Matrix Factorization and Deep Learning/7. Matrix Factorization in Code.mp4
52 MB
4. Matrix Factorization and Deep Learning/7. Matrix Factorization in Code.vtt
6.4 kB
4. Matrix Factorization and Deep Learning/8. Matrix Factorization in Code - Vectorized.mp4
97 MB
4. Matrix Factorization and Deep Learning/8. Matrix Factorization in Code - Vectorized.vtt
11 kB
4. Matrix Factorization and Deep Learning/9. SVD (Singular Value Decomposition).mp4
33 MB
4. Matrix Factorization and Deep Learning/9. SVD (Singular Value Decomposition).vtt
8.2 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/1. RBMs for Collaborative Filtering Section Introduction.mp4
10 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/1. RBMs for Collaborative Filtering Section Introduction.vtt
2.4 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/10. RBM Code pt 1.mp4
70 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/10. RBM Code pt 1.vtt
8.7 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/11. RBM Code pt 2.mp4
40 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/11. RBM Code pt 2.vtt
4.6 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/12. RBM Code pt 3.mp4
128 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/12. RBM Code pt 3.vtt
12 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/13. Speeding up the RBM Code.mp4
83 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/13. Speeding up the RBM Code.vtt
7.9 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/2. Intro to RBMs.mp4
39 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/2. Intro to RBMs.vtt
8.9 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/3. Motivation Behind RBMs.mp4
34 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/3. Motivation Behind RBMs.vtt
7.5 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/4. Intractability.mp4
13 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/4. Intractability.vtt
3.3 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/5. Neural Network Equations.mp4
32 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/5. Neural Network Equations.vtt
7.4 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/6. Training an RBM (part 1).mp4
49 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/6. Training an RBM (part 1).vtt
12 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/7. Training an RBM (part 2).mp4
27 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/7. Training an RBM (part 2).vtt
6.4 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/8. Training an RBM (part 3) - Free Energy.mp4
28 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/8. Training an RBM (part 3) - Free Energy.vtt
7.0 kB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/9. Categorical RBM for Recommender System Ratings.mp4
48 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/9. Categorical RBM for Recommender System Ratings.vtt
12 kB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/1. Big Data and Spark Section Introduction.mp4
36 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/1. Big Data and Spark Section Introduction.vtt
8.2 kB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/2. Setting up Spark in your Local Environment.mp4
35 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/2. Setting up Spark in your Local Environment.vtt
8.6 kB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/3. Matrix Factorization in Spark.mp4
110 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/3. Matrix Factorization in Spark.vtt
9.7 kB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/4. Spark Submit.mp4
56 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/4. Spark Submit.vtt
7.0 kB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/5. Setting up a Spark Cluster on AWS EC2.mp4
73 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/5. Setting up a Spark Cluster on AWS EC2.vtt
14 kB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/6. Making Predictions in the Real World.mp4
11 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/6. Making Predictions in the Real World.vtt
3.0 kB
7. Basics Review/1. Keras Discussion.mp4
28 MB
7. Basics Review/1. Keras Discussion.vtt
8.0 kB
7. Basics Review/2. Keras Neural Network in Code.mp4
66 MB
7. Basics Review/2. Keras Neural Network in Code.vtt
6.5 kB
7. Basics Review/3. Keras Functional API.mp4
39 MB
7. Basics Review/3. Keras Functional API.vtt
4.7 kB
7. Basics Review/4. Confidence Intervals (Appendix).mp4
40 MB
7. Basics Review/4. Confidence Intervals (Appendix).vtt
12 kB
7. Basics Review/5. Gaussian Conjugate Prior (Appendix).mp4
25 MB
7. Basics Review/5. Gaussian Conjugate Prior (Appendix).vtt
6.3 kB
8. Appendix/1. What is the Appendix.mp4
18 MB
8. Appendix/1. What is the Appendix.vtt
3.3 kB
8. Appendix/10. Python 2 vs Python 3.mp4
19 MB
8. Appendix/10. Python 2 vs Python 3.vtt
5.3 kB
8. Appendix/11. BONUS Where to get discount coupons and FREE deep learning material.mp4
13 MB
8. Appendix/11. BONUS Where to get discount coupons and FREE deep learning material.vtt
3.0 kB
8. Appendix/2. Windows-Focused Environment Setup 2018.mp4
194 MB
8. Appendix/2. Windows-Focused Environment Setup 2018.vtt
17 kB
8. Appendix/3. How to How to install Numpy, Theano, Tensorflow, etc....mp4
167 MB
8. Appendix/3. How to How to install Numpy, Theano, Tensorflow, etc....vtt
12 kB
8. Appendix/4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
117 MB
8. Appendix/4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt
28 kB
8. Appendix/5. How to Succeed in this Course (Long Version).mp4
39 MB
8. Appendix/5. How to Succeed in this Course (Long Version).vtt
13 kB
8. Appendix/6. How to Code by Yourself (part 1).mp4
82 MB
8. Appendix/6. How to Code by Yourself (part 1).vtt
20 kB
8. Appendix/7. How to Code by Yourself (part 2).mp4
57 MB
8. Appendix/7. How to Code by Yourself (part 2).vtt
12 kB
8. Appendix/8. What order should I take your courses in (part 1).mp4
88 MB
8. Appendix/8. What order should I take your courses in (part 1).vtt
14 kB
8. Appendix/9. What order should I take your courses in (part 2).mp4
123 MB
8. Appendix/9. What order should I take your courses in (part 2).vtt
20 kB
[DesireCourse.Com].txt
754 B
[DesireCourse.Com].url
51 B