Udemy - Recommender Systems and Deep Learning in Python (5.2024)
File List
| File | Size |
|---|---|
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/1 - Welcome/1 - Introduction.mp4 | 13.19 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/1 - Welcome/2 - Outline of the course.mp4 | 26 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/1 - Welcome/3 - Github Link.txt | 59 B |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/1 - Welcome/3 - Where to get the code.mp4 | 20.2 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/1 - Welcome/4 - How to Succeed in this Course.mp4 | 8.95 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/10 - Setting Up Your Environment FAQ by Student Request/81 - PreInstallation Check.mp4 | 13.05 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/10 - Setting Up Your Environment FAQ by Student Request/82 - Anaconda Environment Setup.mp4 | 319.14 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/10 - Setting Up Your Environment FAQ by Student Request/83 - How to How to install Numpy Theano Tensorflow etc.mp4 | 191.72 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/11 - Extra Help With Python Coding for Beginners FAQ by Student Request/84 - How to Code by Yourself part 1.mp4 | 93.56 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/11 - Extra Help With Python Coding for Beginners FAQ by Student Request/85 - How to Code by Yourself part 2.mp4 | 29.28 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/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 | 108.47 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/11 - Extra Help With Python Coding for Beginners FAQ by Student Request/87 - Python 2 vs Python 3.mp4 | 10.4 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/12 - Effective Learning Strategies for Machine Learning FAQ by Student Request/88 - How to Succeed in this Course Long Version.mp4 | 23.65 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/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 | 60.27 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/12 - Effective Learning Strategies for Machine Learning FAQ by Student Request/90 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4 | 134.82 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/12 - Effective Learning Strategies for Machine Learning FAQ by Student Request/91 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4 | 136.33 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/13 - Appendix FAQ Finale/92 - What is the Appendix.mp4 | 8.91 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/13 - Appendix FAQ Finale/93 - BONUS.mp4 | 61.05 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/10 - Reddit Should censorship based on politics be allowed.mp4 | 28.3 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/11 - Problems with Average Rating Explore vs Exploit part 1.mp4 | 28.06 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/12 - Problems with Average Rating Explore vs Exploit part 2.mp4 | 34.51 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/13 - Bayesian Ranking Beginner Version.mp4 | 58.24 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/14 - Demographics and Supervised Learning.mp4 | 52.59 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/15 - PageRank part 1.mp4 | 65.45 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/16 - PageRank part 2.mp4 | 31.72 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/17 - Evaluating a Ranking.mp4 | 17.72 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/18 - Section Conclusion.mp4 | 22.72 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/19 - Suggestion Box.mp4 | 32.57 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/5 - Section Introduction and Outline.mp4 | 17.71 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/6 - Perspective for this Section.mp4 | 9.91 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/7 - Basic Intuitions.mp4 | 20.86 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/8 - Associations.mp4 | 17.89 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/2 - Simple Recommendation Systems/9 - Hacker News Will you be penalized for talking about the NSA.mp4 | 24.68 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/3 - Collaborative Filtering/20 - Collaborative Filtering Section Introduction.mp4 | 32.23 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/3 - Collaborative Filtering/21 - UserUser Collaborative Filtering.mp4 | 43.48 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/3 - Collaborative Filtering/22 - Collaborative Filtering Exercise Prep.mp4 | 23.57 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/3 - Collaborative Filtering/23 - Data Preprocessing.mp4 | 125.74 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/3 - Collaborative Filtering/24 - UserUser Collaborative Filtering in Code.mp4 | 174.87 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/3 - Collaborative Filtering/25 - ItemItem Collaborative Filtering.mp4 | 30.59 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/3 - Collaborative Filtering/26 - ItemItem Collaborative Filtering in Code.mp4 | 51.44 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/3 - Collaborative Filtering/27 - Collaborative Filtering Section Conclusion.mp4 | 15.28 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/4 - Beginner QA/28 - How do I Choose Which Model to Use.mp4 | 9.01 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/4 - Beginner QA/29 - How do I Solve the ColdStart Problem.mp4 | 12.22 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/4 - Beginner QA/30 - What if I Dont Like Math or Programming.mp4 | 17.48 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/31 - Matrix Factorization Section Introduction.mp4 | 9.26 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/32 - Matrix Factorization First Steps.mp4 | 67.52 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/33 - Matrix Factorization Training.mp4 | 17.87 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/34 - Matrix Factorization Expanding Our Model.mp4 | 21.39 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/35 - Matrix Factorization Regularization.mp4 | 11.96 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/36 - Matrix Factorization Exercise Prompt.mp4 | 2.35 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/37 - Matrix Factorization in Code.mp4 | 41.06 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/38 - Matrix Factorization in Code Vectorized.mp4 | 71.46 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/39 - SVD Singular Value Decomposition.mp4 | 20.75 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/40 - Probabilistic Matrix Factorization.mp4 | 14.22 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/41 - Bayesian Matrix Factorization.mp4 | 11.29 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/42 - Matrix Factorization in Keras Discussion.mp4 | 20.29 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/43 - Matrix Factorization in Keras Code.mp4 | 71.81 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/44 - Deep Neural Network Discussion.mp4 | 10.75 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/45 - Deep Neural Network Code.mp4 | 18.5 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/46 - Residual Learning Discussion.mp4 | 4.67 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/47 - Residual Learning Code.mp4 | 10.58 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/48 - Autoencoders AutoRec Discussion.mp4 | 30.83 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/5 - Matrix Factorization and Deep Learning/49 - Autoencoders AutoRec Code.mp4 | 152.13 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/50 - RBMs for Collaborative Filtering Section Introduction.mp4 | 6.46 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/51 - Intro to RBMs.mp4 | 24.84 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/52 - Motivation Behind RBMs.mp4 | 17.83 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/53 - Intractability.mp4 | 7.02 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/54 - Neural Network Equations.mp4 | 19.71 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/55 - Training an RBM part 1.mp4 | 34.25 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/56 - Training an RBM part 2.mp4 | 17.09 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/57 - Training an RBM part 3 Free Energy.mp4 | 14.85 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/58 - Categorical RBM for Recommender System Ratings.mp4 | 28.98 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/59 - RBM Code pt 1.mp4 | 45.14 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/60 - RBM Code pt 2.mp4 | 25.76 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/61 - RBM Code pt 3.mp4 | 141.3 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/62 - Speeding up the RBM Code.mp4 | 94.07 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/63 - Big Data and Spark Section Introduction.mp4 | 21.41 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/64 - Setting up Spark in your Local Environment.mp4 | 22.06 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/65 - Matrix Factorization in Spark.mp4 | 173.59 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/66 - Spark Submit.mp4 | 75.08 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/67 - Setting up a Spark Cluster on AWS EC2.mp4 | 73.81 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/68 - Making Predictions in the Real World.mp4 | 6.99 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/8 - Basics Review/69 - Review Keras Discussion.mp4 | 15.24 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/8 - Basics Review/70 - Review Keras Neural Network in Code.mp4 | 49.18 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/8 - Basics Review/71 - Review Keras Functional API.mp4 | 29.15 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/8 - Basics Review/72 - Review How to easily convert Keras into Tensorflow 20 code.mp4 | 6.23 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/8 - Basics Review/73 - Review Confidence Intervals.mp4 | 30.47 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/8 - Basics Review/74 - Review Gaussian Conjugate Prior.mp4 | 27.98 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/9 - Bayesian Ranking Scary Version/75 - Bayesian Approach part 0 Preparation.mp4 | 36.16 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/9 - Bayesian Ranking Scary Version/76 - Bayesian Approach part 1 Optional.mp4 | 28.27 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/9 - Bayesian Ranking Scary Version/77 - Optional Bayesian Approach part 2 Sampling and Ranking.mp4 | 13.44 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/9 - Bayesian Ranking Scary Version/78 - Optional Bayesian Approach part 3 Gaussian.mp4 | 18.86 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/9 - Bayesian Ranking Scary Version/79 - Optional Bayesian Approach part 4 Code.mp4 | 116.59 MB |
| Udemy - Recommender Systems and Deep Learning in Python (5.2024)/9 - Bayesian Ranking Scary Version/80 - Why dont we just use a library.mp4 | 15.5 MB |
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