Udemy - Recommender Systems and Deep Learning in Python (5.2024)

Creation Time	July 15, 2025, 2:35 a.m.
Last Access Time	July 16, 2025, 6:40 p.m.
File Size	4.0 GB
Keywords	and Recommender Python - Deep Udemy 2024 5 Systems Learning in
Total Requests	4
Total Files	94
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10 - Setting Up Your Environment FAQ by Student Request/82 - Anaconda Environment Setup.mp4 319.1 MB
10 - Setting Up Your Environment FAQ by Student Request/83 - How to How to install Numpy Theano Tensorflow etc.mp4 191.7 MB
3 - Collaborative Filtering/24 - UserUser Collaborative Filtering in Code.mp4 174.9 MB
7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/65 - Matrix Factorization in Spark.mp4 173.6 MB
5 - Matrix Factorization and Deep Learning/49 - Autoencoders AutoRec Code.mp4 152.1 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/61 - RBM Code pt 3.mp4 141.3 MB
12 - Effective Learning Strategies for Machine Learning FAQ by Student Request/91 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4 136.3 MB
12 - Effective Learning Strategies for Machine Learning FAQ by Student Request/90 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4 134.8 MB
3 - Collaborative Filtering/23 - Data Preprocessing.mp4 125.7 MB
9 - Bayesian Ranking Scary Version/79 - Optional Bayesian Approach part 4 Code.mp4 116.6 MB
11 - Extra Help With Python Coding for Beginners FAQ by Student Request/86 - Proof that using Jupyter Notebook is the same as not using it.mp4 108.5 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/62 - Speeding up the RBM Code.mp4 94.1 MB
11 - Extra Help With Python Coding for Beginners FAQ by Student Request/84 - How to Code by Yourself part 1.mp4 93.6 MB
7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/66 - Spark Submit.mp4 75.1 MB
7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/67 - Setting up a Spark Cluster on AWS EC2.mp4 73.8 MB
5 - Matrix Factorization and Deep Learning/43 - Matrix Factorization in Keras Code.mp4 71.8 MB
5 - Matrix Factorization and Deep Learning/38 - Matrix Factorization in Code Vectorized.mp4 71.5 MB
5 - Matrix Factorization and Deep Learning/32 - Matrix Factorization First Steps.mp4 67.5 MB
2 - Simple Recommendation Systems/15 - PageRank part 1.mp4 65.4 MB
13 - Appendix FAQ Finale/93 - BONUS.mp4 61.1 MB
12 - Effective Learning Strategies for Machine Learning FAQ by Student Request/89 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced.mp4 60.3 MB
2 - Simple Recommendation Systems/13 - Bayesian Ranking Beginner Version.mp4 58.2 MB
2 - Simple Recommendation Systems/14 - Demographics and Supervised Learning.mp4 52.6 MB
3 - Collaborative Filtering/26 - ItemItem Collaborative Filtering in Code.mp4 51.4 MB
8 - Basics Review/70 - Review Keras Neural Network in Code.mp4 49.2 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/59 - RBM Code pt 1.mp4 45.1 MB
3 - Collaborative Filtering/21 - UserUser Collaborative Filtering.mp4 43.5 MB
5 - Matrix Factorization and Deep Learning/37 - Matrix Factorization in Code.mp4 41.1 MB
9 - Bayesian Ranking Scary Version/75 - Bayesian Approach part 0 Preparation.mp4 36.2 MB
2 - Simple Recommendation Systems/12 - Problems with Average Rating Explore vs Exploit part 2.mp4 34.5 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/55 - Training an RBM part 1.mp4 34.3 MB
2 - Simple Recommendation Systems/19 - Suggestion Box.mp4 32.6 MB
3 - Collaborative Filtering/20 - Collaborative Filtering Section Introduction.mp4 32.2 MB
2 - Simple Recommendation Systems/16 - PageRank part 2.mp4 31.7 MB
5 - Matrix Factorization and Deep Learning/48 - Autoencoders AutoRec Discussion.mp4 30.8 MB
3 - Collaborative Filtering/25 - ItemItem Collaborative Filtering.mp4 30.6 MB
8 - Basics Review/73 - Review Confidence Intervals.mp4 30.5 MB
11 - Extra Help With Python Coding for Beginners FAQ by Student Request/85 - How to Code by Yourself part 2.mp4 29.3 MB
8 - Basics Review/71 - Review Keras Functional API.mp4 29.1 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/58 - Categorical RBM for Recommender System Ratings.mp4 29.0 MB
2 - Simple Recommendation Systems/10 - Reddit Should censorship based on politics be allowed.mp4 28.3 MB
9 - Bayesian Ranking Scary Version/76 - Bayesian Approach part 1 Optional.mp4 28.3 MB
2 - Simple Recommendation Systems/11 - Problems with Average Rating Explore vs Exploit part 1.mp4 28.1 MB
8 - Basics Review/74 - Review Gaussian Conjugate Prior.mp4 28.0 MB
1 - Welcome/2 - Outline of the course.mp4 26.0 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/60 - RBM Code pt 2.mp4 25.8 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/51 - Intro to RBMs.mp4 24.8 MB
2 - Simple Recommendation Systems/9 - Hacker News Will you be penalized for talking about the NSA.mp4 24.7 MB
12 - Effective Learning Strategies for Machine Learning FAQ by Student Request/88 - How to Succeed in this Course Long Version.mp4 23.7 MB
3 - Collaborative Filtering/22 - Collaborative Filtering Exercise Prep.mp4 23.6 MB
2 - Simple Recommendation Systems/18 - Section Conclusion.mp4 22.7 MB
7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/64 - Setting up Spark in your Local Environment.mp4 22.1 MB
7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/63 - Big Data and Spark Section Introduction.mp4 21.4 MB
5 - Matrix Factorization and Deep Learning/34 - Matrix Factorization Expanding Our Model.mp4 21.4 MB
2 - Simple Recommendation Systems/7 - Basic Intuitions.mp4 20.9 MB
5 - Matrix Factorization and Deep Learning/39 - SVD Singular Value Decomposition.mp4 20.8 MB
5 - Matrix Factorization and Deep Learning/42 - Matrix Factorization in Keras Discussion.mp4 20.3 MB
1 - Welcome/3 - Where to get the code.mp4 20.2 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/54 - Neural Network Equations.mp4 19.7 MB
9 - Bayesian Ranking Scary Version/78 - Optional Bayesian Approach part 3 Gaussian.mp4 18.9 MB
5 - Matrix Factorization and Deep Learning/45 - Deep Neural Network Code.mp4 18.5 MB
2 - Simple Recommendation Systems/8 - Associations.mp4 17.9 MB
5 - Matrix Factorization and Deep Learning/33 - Matrix Factorization Training.mp4 17.9 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/52 - Motivation Behind RBMs.mp4 17.8 MB
2 - Simple Recommendation Systems/17 - Evaluating a Ranking.mp4 17.7 MB
2 - Simple Recommendation Systems/5 - Section Introduction and Outline.mp4 17.7 MB
4 - Beginner QA/30 - What if I Dont Like Math or Programming.mp4 17.5 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/56 - Training an RBM part 2.mp4 17.1 MB
9 - Bayesian Ranking Scary Version/80 - Why dont we just use a library.mp4 15.5 MB
3 - Collaborative Filtering/27 - Collaborative Filtering Section Conclusion.mp4 15.3 MB
8 - Basics Review/69 - Review Keras Discussion.mp4 15.2 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/57 - Training an RBM part 3 Free Energy.mp4 14.8 MB
5 - Matrix Factorization and Deep Learning/40 - Probabilistic Matrix Factorization.mp4 14.2 MB
9 - Bayesian Ranking Scary Version/77 - Optional Bayesian Approach part 2 Sampling and Ranking.mp4 13.4 MB
1 - Welcome/1 - Introduction.mp4 13.2 MB
10 - Setting Up Your Environment FAQ by Student Request/81 - PreInstallation Check.mp4 13.1 MB
4 - Beginner QA/29 - How do I Solve the ColdStart Problem.mp4 12.2 MB
5 - Matrix Factorization and Deep Learning/35 - Matrix Factorization Regularization.mp4 12.0 MB
5 - Matrix Factorization and Deep Learning/41 - Bayesian Matrix Factorization.mp4 11.3 MB
5 - Matrix Factorization and Deep Learning/44 - Deep Neural Network Discussion.mp4 10.7 MB
5 - Matrix Factorization and Deep Learning/47 - Residual Learning Code.mp4 10.6 MB
11 - Extra Help With Python Coding for Beginners FAQ by Student Request/87 - Python 2 vs Python 3.mp4 10.4 MB
2 - Simple Recommendation Systems/6 - Perspective for this Section.mp4 9.9 MB
5 - Matrix Factorization and Deep Learning/31 - Matrix Factorization Section Introduction.mp4 9.3 MB
4 - Beginner QA/28 - How do I Choose Which Model to Use.mp4 9.0 MB
1 - Welcome/4 - How to Succeed in this Course.mp4 9.0 MB
13 - Appendix FAQ Finale/92 - What is the Appendix.mp4 8.9 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/53 - Intractability.mp4 7.0 MB
7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/68 - Making Predictions in the Real World.mp4 7.0 MB
6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/50 - RBMs for Collaborative Filtering Section Introduction.mp4 6.5 MB
8 - Basics Review/72 - Review How to easily convert Keras into Tensorflow 20 code.mp4 6.2 MB
5 - Matrix Factorization and Deep Learning/46 - Residual Learning Discussion.mp4 4.7 MB
5 - Matrix Factorization and Deep Learning/36 - Matrix Factorization Exercise Prompt.mp4 2.4 MB
1 - Welcome/3 - Github Link.txt 59 bytes

Udemy - Recommender Systems and Deep Learning in Python (5.2024)

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