Chapter Sixteen Recommendation System-Machine Learning Teacher's Writing Board-Professor Stanford Wu Enda

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Chapter 16 Recommendation System

16.1 Problem planning
16.2 Content-based recommendation system
16.3 Collaborative filtering
16.4 Collaborative filtering algorithm
16.5 Vectorization: Low rank matrix factorization
16.6 Implementation details: mean normalization

16.1 Problem planning

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16.2 Content-based recommendation system

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16.3 Collaborative filtering

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16.4 Collaborative filtering algorithm

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16.5 Vectorization: Low rank matrix factorization

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16.6 Implementation details: mean normalization

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Jichao Zhao

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Chapter Sixteen Recommendation System-Machine Learning Teacher's Writing Board-Professor Stanford Wu Enda

Chapter 6 Logistic Regression-Machine Learning Teacher's Writing Board-Professor Stanford Wu Enda

Chapter 2 Univariate Linear Regression-Machine Learning Teacher's Writing Board-Professor Stanford Wu Enda

Chapter VII Regularization-Machine Learning Teacher's Writing-Professor Stanford Wu Enda

Chapter 1 Introduction-Machine Learning Teacher's Writing-Professor Stanford Wu Enda

Chapter Eleven Machine Learning System Design-Machine Learning Teacher Writing-Professor Stanford Wu Enda

Chapter 9 Neural Network Learning-Machine Learning Teacher's Writing-Professor Stanford Professor Wu Enda

Chapter 4 Multivariate Linear Regression-Machine Learning Teacher's Book-Professor Stanford Wu Enda

Chapter Fifteen Anomaly Detection-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Chapter Thirteen-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Chapter Twelve Support Vector Machines-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Chapter Fourteenth Dimensional Reduction Operation-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Chapter 10 Recommendations for Using Machine Learning-Machine Learning Teacher's Chalkboard-Professor Stanford Wu Enda

Capítulo 17 Em grande escala Machine Learning-Machine Learning Teacher Writing Board-Professor Stanford Wu Enda

Chapter Eleven Machine Learning System Design-Machine Learning Teacher Writing-Professor Stanford Wu Enda

1.2 Orthogonalization-The third lesson of deep learning "Structured Machine Learning Project"-Professor Stanford Wu Enda

0.0 Table of Contents-The Third Lesson of Deep Learning "Structured Machine Learning Project"-Professor Stanford Wu Enda

Coursera Stanford Wu Enda Machine Learning Course Notes (2)

1.5 Training / Development / Testing Partition-Deep Learning Lesson 3 "Structured Machine Learning Project" -Professor Stanford Wu Enda

1.1 Why ML strategy is needed-Deep Learning Lesson 3 "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.4 Satisfying and optimizing indicators-Deep Learning Lesson 3 "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.6 The size of the development set and test set-Deep Learning Lesson 3 "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.10 Understanding Human Performance-The Third Course of Deep Learning "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.9 Errors can be avoided-Deep Learning Lesson 3 "Structured Machine Learning Project"-Professor Stanford Wu Enda

1.8 Why is human performance-Deep Learning Lesson 3 "Structured Machine Learning Project" -Professor Stanford Wu Enda

Chapter Five Octave Tutorial-Machine Learning Teacher Chalkboard-Professor Stanford Wu Enda

Chapter Treize-Machine Learning Teacher Chalkboard-Professor Stanford Wu Enda

3.10 Deep Learning Framework-Deep Learning Second Lesson "Improving Deep Neural Networks"-Professor Stanford Wu Enda

Supporting materials for Wu Enda's machine learning series courses

Chapitre dix-huit exemples d'application: Photo OCR-Machine Learning Teacher Writing-Professor Stanford Wu Enda

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