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[DesireCourse.Com] Udemy - Recommender Systems and Deep Learning in Python
magnet:?xt=urn:btih:b43d9fe788c8981d14a02be31a3542395319b6ed&dn=[DesireCourse.Com] Udemy - Recommender Systems and Deep Learning in Python
磁力链接详情
Hash值:
b43d9fe788c8981d14a02be31a3542395319b6ed
点击数:
164
文件大小:
4.03 GB
文件数量:
82
创建日期:
2019-2-18 15:46
最后访问:
2024-5-9 01:29
访问标签:
DesireCourse
Com
Udemy
-
Recommender
Systems
and
Deep
Learning
in
Python
文件列表详情
1. Welcome/1. Introduction.mp4 21.63 MB
1. Welcome/2. Outline of the course.mp4 34.19 MB
1. Welcome/3. Where to get the code.mp4 27.14 MB
2. Simple Recommendation Systems/1. Section Introduction and Outline.mp4 27.25 MB
2. Simple Recommendation Systems/10. Bayesian Approach part 2 (Sampling and Ranking).mp4 24.5 MB
2. Simple Recommendation Systems/11. Bayesian Approach part 3 (Gaussian).mp4 32.72 MB
2. Simple Recommendation Systems/12. Bayesian Approach part 4 (Code).mp4 106.51 MB
2. Simple Recommendation Systems/13. Demographics and Supervised Learning.mp4 48.57 MB
2. Simple Recommendation Systems/14. PageRank (part 1).mp4 54.89 MB
2. Simple Recommendation Systems/15. PageRank (part 2).mp4 49.92 MB
2. Simple Recommendation Systems/16. Evaluating a Ranking.mp4 34.93 MB
2. Simple Recommendation Systems/17. Section Conclusion.mp4 31.01 MB
2. Simple Recommendation Systems/2. Perspective for this Section.mp4 18.29 MB
2. Simple Recommendation Systems/3. Basic Intuitions.mp4 30.62 MB
2. Simple Recommendation Systems/4. Associations.mp4 29.89 MB
2. Simple Recommendation Systems/5. Hacker News - Will you be penalized for talking about the NSA.mp4 37.63 MB
2. Simple Recommendation Systems/6. Reddit - Should censorship based on politics be allowed.mp4 53.07 MB
2. Simple Recommendation Systems/7. Problems with Average Rating _ Explore vs. Exploit (part 1).mp4 47.72 MB
2. Simple Recommendation Systems/8. Problems with Average Rating _ Explore vs. Exploit (part 2).mp4 45.62 MB
2. Simple Recommendation Systems/9. Bayesian Approach part 1 (Optional).mp4 44.95 MB
3. Collaborative Filtering/1. Collaborative Filtering Section Introduction.mp4 51.63 MB
3. Collaborative Filtering/2. User-User Collaborative Filtering.mp4 60.69 MB
3. Collaborative Filtering/3. Collaborative Filtering Exercise Prep.mp4 43.58 MB
3. Collaborative Filtering/4. Data Preprocessing.mp4 115.91 MB
3. Collaborative Filtering/5. User-User Collaborative Filtering in Code.mp4 153.58 MB
3. Collaborative Filtering/6. Item-Item Collaborative Filtering.mp4 47.58 MB
3. Collaborative Filtering/7. Item-Item Collaborative Filtering in Code.mp4 69.46 MB
3. Collaborative Filtering/8. Collaborative Filtering Section Conclusion.mp4 29.35 MB
4. Matrix Factorization and Deep Learning/1. Matrix Factorization Section Introduction.mp4 16.87 MB
4. Matrix Factorization and Deep Learning/10. Probabilistic Matrix Factorization.mp4 22.96 MB
4. Matrix Factorization and Deep Learning/11. Bayesian Matrix Factorization.mp4 20.72 MB
4. Matrix Factorization and Deep Learning/12. Matrix Factorization in Keras (Discussion).mp4 32.24 MB
4. Matrix Factorization and Deep Learning/13. Matrix Factorization in Keras (Code).mp4 63.94 MB
4. Matrix Factorization and Deep Learning/14. Deep Neural Network (Discussion).mp4 14.98 MB
4. Matrix Factorization and Deep Learning/15. Deep Neural Network (Code).mp4 25.1 MB
4. Matrix Factorization and Deep Learning/16. Residual Learning (Discussion).mp4 7.54 MB
4. Matrix Factorization and Deep Learning/17. Residual Learning (Code).mp4 17.22 MB
4. Matrix Factorization and Deep Learning/18. Autoencoders (AutoRec) Discussion.mp4 48.9 MB
4. Matrix Factorization and Deep Learning/19. Autoencoders (AutoRec) Code.mp4 102.31 MB
4. Matrix Factorization and Deep Learning/2. Matrix Factorization - First Steps.mp4 68.68 MB
4. Matrix Factorization and Deep Learning/3. Matrix Factorization - Training.mp4 32.59 MB
4. Matrix Factorization and Deep Learning/4. Matrix Factorization - Expanding Our Model.mp4 33.72 MB
4. Matrix Factorization and Deep Learning/5. Matrix Factorization - Regularization.mp4 22.35 MB
4. Matrix Factorization and Deep Learning/6. Matrix Factorization - Exercise Prompt.mp4 4.25 MB
4. Matrix Factorization and Deep Learning/7. Matrix Factorization in Code.mp4 52.37 MB
4. Matrix Factorization and Deep Learning/8. Matrix Factorization in Code - Vectorized.mp4 97.37 MB
4. Matrix Factorization and Deep Learning/9. SVD (Singular Value Decomposition).mp4 32.63 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/1. RBMs for Collaborative Filtering Section Introduction.mp4 10.32 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/10. RBM Code pt 1.mp4 70.43 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/11. RBM Code pt 2.mp4 39.57 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/12. RBM Code pt 3.mp4 128.54 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/13. Speeding up the RBM Code.mp4 82.94 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/2. Intro to RBMs.mp4 39.44 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/3. Motivation Behind RBMs.mp4 34.01 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/4. Intractability.mp4 12.92 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/5. Neural Network Equations.mp4 31.7 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/6. Training an RBM (part 1).mp4 49.06 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/7. Training an RBM (part 2).mp4 27.33 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/8. Training an RBM (part 3) - Free Energy.mp4 27.57 MB
5. Restricted Boltzmann Machines (RBMs) for Collaborative Filtering/9. Categorical RBM for Recommender System Ratings.mp4 47.59 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/1. Big Data and Spark Section Introduction.mp4 35.54 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/2. Setting up Spark in your Local Environment.mp4 34.66 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/3. Matrix Factorization in Spark.mp4 110.01 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/4. Spark Submit.mp4 56.06 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/5. Setting up a Spark Cluster on AWS EC2.mp4 73.23 MB
6. Big Data Matrix Factorization with Spark Cluster on AWS EC2/6. Making Predictions in the Real World.mp4 11.31 MB
7. Basics Review/1. Keras Discussion.mp4 27.64 MB
7. Basics Review/2. Keras Neural Network in Code.mp4 66.17 MB
7. Basics Review/3. Keras Functional API.mp4 38.64 MB
7. Basics Review/4. Confidence Intervals (Appendix).mp4 39.83 MB
7. Basics Review/5. Gaussian Conjugate Prior (Appendix).mp4 25.13 MB
8. Appendix/1. What is the Appendix.mp4 18.09 MB
8. Appendix/10. Python 2 vs Python 3.mp4 19.11 MB
8. Appendix/11. BONUS Where to get discount coupons and FREE deep learning material.mp4 13.37 MB
8. Appendix/2. Windows-Focused Environment Setup 2018.mp4 194.28 MB
8. Appendix/3. How to How to install Numpy, Theano, Tensorflow, etc....mp4 167 MB
8. Appendix/4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 117.3 MB
8. Appendix/5. How to Succeed in this Course (Long Version).mp4 39.24 MB
8. Appendix/6. How to Code by Yourself (part 1).mp4 82.52 MB
8. Appendix/7. How to Code by Yourself (part 2).mp4 56.66 MB
8. Appendix/8. What order should I take your courses in (part 1).mp4 88.42 MB
8. Appendix/9. What order should I take your courses in (part 2).mp4 123.03 MB
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