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[FreeTutorials.Eu] [UDEMY] Recommender Systems and Deep Learning in Python - [FTU]
Category:
Ebook/Course
Size:
4.03 GB
Seeders:
4
Leechers:
2
Downloads:
144
Uploaded:
Feb 23, 2019
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[FreeTutorials.Eu] [UDEMY] Recommender Systems and Deep Learning in Python - [FTU]
1. Welcome
1. Introduction.mp4
- 21.63 MB
1. Introduction.vtt
- 3.84 KB
2. Outline of the course.mp4
- 34.19 MB
2. Outline of the course.vtt
- 5.83 KB
3. Where to get the code.mp4
- 27.14 MB
3. Where to get the code.vtt
- 6.05 KB
2. Simple Recommendation Systems
10. Bayesian Approach part 2 (Sampling and Ranking).mp4
- 24.5 MB
10. Bayesian Approach part 2 (Sampling and Ranking).vtt
- 6.44 KB
11. Bayesian Approach part 3 (Gaussian).mp4
- 32.72 MB
11. Bayesian Approach part 3 (Gaussian).vtt
- 8.96 KB
12. Bayesian Approach part 4 (Code).mp4
- 106.51 MB
12. Bayesian Approach part 4 (Code).vtt
- 12.21 KB
13. Demographics and Supervised Learning.mp4
- 48.57 MB
13. Demographics and Supervised Learning.vtt
- 7.89 KB
14. PageRank (part 1).mp4
- 54.89 MB
14. PageRank (part 1).vtt
- 11.36 KB
15. PageRank (part 2).mp4
- 49.92 MB
15. PageRank (part 2).vtt
- 12.79 KB
16. Evaluating a Ranking.mp4
- 34.93 MB
16. Evaluating a Ranking.vtt
- 5.22 KB
17. Section Conclusion.mp4
- 31.01 MB
17. Section Conclusion.vtt
- 4.39 KB
1. Section Introduction and Outline.mp4
- 27.25 MB
1. Section Introduction and Outline.vtt
- 4.76 KB
2. Perspective for this Section.mp4
- 18.29 MB
2. Perspective for this Section.vtt
- 4.51 KB
3. Basic Intuitions.mp4
- 30.62 MB
3. Basic Intuitions.vtt
- 5.92 KB
4. Associations.mp4
- 29.89 MB
4. Associations.vtt
- 5.02 KB
5. Hacker News - Will you be penalized for talking about the NSA.mp4
- 37.63 MB
5. Hacker News - Will you be penalized for talking about the NSA.vtt
- 8.05 KB
6. Reddit - Should censorship based on politics be allowed.mp4
- 53.07 MB
6. Reddit - Should censorship based on politics be allowed.vtt
- 10.14 KB
7. Problems with Average Rating _ Explore vs. Exploit (part 1).mp4
- 47.72 MB
7. Problems with Average Rating _ Explore vs. Exploit (part 1).vtt
- 12.3 KB
8. Problems with Average Rating _ Explore vs. Exploit (part 2).mp4
- 45.62 MB
8. Problems with Average Rating _ Explore vs. Exploit (part 2).vtt
- 9.22 KB
9. Bayesian Approach part 1 (Optional).mp4
- 44.95 MB
9. Bayesian Approach part 1 (Optional).vtt
- 0 B
3. Collaborative Filtering
1. Collaborative Filtering Section Introduction.mp4
- 51.63 MB
1. Collaborative Filtering Section Introduction.vtt
- 13.02 KB
2. User-User Collaborative Filtering.mp4
- 60.69 MB
2. User-User Collaborative Filtering.vtt
- 15.77 KB
3. Collaborative Filtering Exercise Prep.mp4
- 43.58 MB
3. Collaborative Filtering Exercise Prep.vtt
- 12.05 KB
4. Data Preprocessing.mp4
- 115.91 MB
4. Data Preprocessing.vtt
- 17.51 KB
5. User-User Collaborative Filtering in Code.mp4
- 153.58 MB
5. User-User Collaborative Filtering in Code.vtt
- 18.55 KB
6. Item-Item Collaborative Filtering.mp4
- 47.58 MB
6. Item-Item Collaborative Filtering.vtt
- 10.09 KB
7. Item-Item Collaborative Filtering in Code.mp4
- 69.46 MB
7. Item-Item Collaborative Filtering in Code.vtt
- 7.56 KB
8. Collaborative Filtering Section Conclusion.mp4
- 29.35 MB
8. Collaborative Filtering Section Conclusion.vtt
- 6.22 KB
4. Matrix Factorization and Deep Learning
10. Probabilistic Matrix Factorization.mp4
- 22.96 MB
10. Probabilistic Matrix Factorization.vtt
- 6.63 KB
11. Bayesian Matrix Factorization.mp4
- 20.72 MB
11. Bayesian Matrix Factorization.vtt
- 5.89 KB
12. Matrix Factorization in Keras (Discussion).mp4
- 32.24 MB
12. Matrix Factorization in Keras (Discussion).vtt
- 8.43 KB
13. Matrix Factorization in Keras (Code).mp4
- 63.94 MB
13. Matrix Factorization in Keras (Code).vtt
- 8.01 KB
14. Deep Neural Network (Discussion).mp4
- 14.98 MB
14. Deep Neural Network (Discussion).vtt
- 3.08 KB
15. Deep Neural Network (Code).mp4
- 25.1 MB
15. Deep Neural Network (Code).vtt
- 2.9 KB
16. Residual Learning (Discussion).mp4
- 7.54 MB
16. Residual Learning (Discussion).vtt
- 2.18 KB
17. Residual Learning (Code).mp4
- 17.22 MB
17. Residual Learning (Code).vtt
- 1.72 KB
18. Autoencoders (AutoRec) Discussion.mp4
- 48.9 MB
18. Autoencoders (AutoRec) Discussion.vtt
- 11.54 KB
19. Autoencoders (AutoRec) Code.mp4
- 102.31 MB
19. Autoencoders (AutoRec) Code.vtt
- 12.62 KB
1. Matrix Factorization Section Introduction.mp4
- 16.87 MB
1. Matrix Factorization Section Introduction.vtt
- 4.94 KB
2. Matrix Factorization - First Steps.mp4
- 68.68 MB
2. Matrix Factorization - First Steps.vtt
- 16.66 KB
3. Matrix Factorization - Training.mp4
- 32.59 MB
3. Matrix Factorization - Training.vtt
- 9.67 KB
4. Matrix Factorization - Expanding Our Model.mp4
- 33.72 MB
4. Matrix Factorization - Expanding Our Model.vtt
- 8.43 KB
5. Matrix Factorization - Regularization.mp4
- 22.35 MB
5. Matrix Factorization - Regularization.vtt
- 6.42 KB
6. Matrix Factorization - Exercise Prompt.mp4
- 4.25 MB
6. Matrix Factorization - Exercise Prompt.vtt
- 1.29 KB
7. Matrix Factorization in Code.mp4
- 52.37 MB
7. Matrix Factorization in Code.vtt
- 6.38 KB
8. Matrix Factorization in Code - Vectorized.mp4
- 97.37 MB
8. Matrix Factorization in Code - Vectorized.vtt
- 11.08 KB
9. SVD (Singular Value Decomposition).mp4
- 32.63 MB
9. SVD (Singular Value Decomposition).vtt
- 8.21 KB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering
10. RBM Code pt 1.mp4
- 70.43 MB
10. RBM Code pt 1.vtt
- 8.74 KB
11. RBM Code pt 2.mp4
- 39.57 MB
11. RBM Code pt 2.vtt
- 4.63 KB
12. RBM Code pt 3.mp4
- 128.54 MB
12. RBM Code pt 3.vtt
- 11.98 KB
13. Speeding up the RBM Code.mp4
- 82.94 MB
13. Speeding up the RBM Code.vtt
- 7.93 KB
1. RBMs for Collaborative Filtering Section Introduction.mp4
- 10.32 MB
1. RBMs for Collaborative Filtering Section Introduction.vtt
- 2.36 KB
2. Intro to RBMs.mp4
- 39.44 MB
2. Intro to RBMs.vtt
- 8.89 KB
3. Motivation Behind RBMs.mp4
- 34.01 MB
3. Motivation Behind RBMs.vtt
- 7.55 KB
4. Intractability.mp4
- 12.92 MB
4. Intractability.vtt
- 3.35 KB
5. Neural Network Equations.mp4
- 31.7 MB
5. Neural Network Equations.vtt
- 7.42 KB
6. Training an RBM (part 1).mp4
- 49.06 MB
6. Training an RBM (part 1).vtt
- 11.76 KB
7. Training an RBM (part 2).mp4
- 27.33 MB
7. Training an RBM (part 2).vtt
- 6.44 KB
8. Training an RBM (part 3) - Free Energy.mp4
- 27.57 MB
8. Training an RBM (part 3) - Free Energy.vtt
- 7.03 KB
9. Categorical RBM for Recommender System Ratings.mp4
- 47.59 MB
9. Categorical RBM for Recommender System Ratings.vtt
- 12.05 KB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2
1. Big Data and Spark Section Introduction.mp4
- 35.54 MB
1. Big Data and Spark Section Introduction.vtt
- 8.24 KB
2. Setting up Spark in your Local Environment.mp4
- 34.66 MB
2. Setting up Spark in your Local Environment.vtt
- 8.58 KB
3. Matrix Factorization in Spark.mp4
- 110.01 MB
3. Matrix Factorization in Spark.vtt
- 9.71 KB
4. Spark Submit.mp4
- 56.06 MB
4. Spark Submit.vtt
- 6.95 KB
5. Setting up a Spark Cluster on AWS EC2.mp4
- 73.23 MB
5. Setting up a Spark Cluster on AWS EC2.vtt
- 13.75 KB
6. Making Predictions in the Real World.mp4
- 11.31 MB
6. Making Predictions in the Real World.vtt
- 3.05 KB
7. Basics Review
1. Keras Discussion.mp4
- 27.64 MB
1. Keras Discussion.vtt
- 8.05 KB
2. Keras Neural Network in Code.mp4
- 66.17 MB
2. Keras Neural Network in Code.vtt
- 6.47 KB
3. Keras Functional API.mp4
- 38.64 MB
3. Keras Functional API.vtt
- 4.7 KB
4. Confidence Intervals (Appendix).mp4
- 39.83 MB
4. Confidence Intervals (Appendix).vtt
- 11.48 KB
5. Gaussian Conjugate Prior (Appendix).mp4
- 25.13 MB
5. Gaussian Conjugate Prior (Appendix).vtt
- 6.27 KB
8. Appendix
10. Python 2 vs Python 3.mp4
- 19.11 MB
10. Python 2 vs Python 3.vtt
- 5.34 KB
11. BONUS Where to get discount coupons and FREE deep learning material.mp4
- 13.37 MB
11. BONUS Where to get discount coupons and FREE deep learning material.vtt
- 2.99 KB
1. What is the Appendix.mp4
- 18.09 MB
1. What is the Appendix.vtt
- 3.27 KB
2. Windows-Focused Environment Setup 2018.mp4
- 194.28 MB
2. Windows-Focused Environment Setup 2018.vtt
- 17.38 KB
3. How to How to install Numpy, Theano, Tensorflow, etc....mp4
- 167 MB
3. How to How to install Numpy, Theano, Tensorflow, etc....vtt
- 12.41 KB
4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
- 117.3 MB
4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt
- 27.96 KB
5. How to Succeed in this Course (Long Version).mp4
- 39.24 MB
5. How to Succeed in this Course (Long Version).vtt
- 12.84 KB
6. How to Code by Yourself (part 1).mp4
- 82.52 MB
6. How to Code by Yourself (part 1).vtt
- 19.61 KB
7. How to Code by Yourself (part 2).mp4
- 56.66 MB
7. How to Code by Yourself (part 2).vtt
- 11.62 KB
8. What order should I take your courses in (part 1).mp4
- 88.42 MB
8. What order should I take your courses in (part 1).vtt
- 14.17 KB
9. What order should I take your courses in (part 2).mp4
- 123.03 MB
9. What order should I take your courses in (part 2).vtt
- 20.29 KB
Discuss.FreeTutorials.Us.html
- 165.68 KB
FreeCoursesOnline.Me.html
- 108.3 KB
FreeTutorials.Eu.html
- 102.23 KB
How you can help Team-FTU.txt
- 259 B
[TGx]Downloaded from torrentgalaxy.org.txt
- 524 B
Torrent Downloaded From GloDls.to.txt
- 84 B
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InfoHash:
1E9426569178176E4474F566414A93061DF681BF
Last updated:
Jan 25, 2022
File count:
170 B
File Category:
9
Tags:
Other, Tutorials
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