- Machine Learning for the Web
- Table of Contents
- Machine Learning for the Web
- Credits
- Foreword
- About the Author
- About the Reviewers
- www.PacktPub.com
- Preface
- 1. Introduction to Practical Machine Learning Using Python
- 2. Unsupervised Machine Learning
- 3. Supervised Machine Learning
- 4. Web Mining Techniques
- 5. Recommendation Systems
- Utility matrix
- Similarities measures
- Collaborative Filtering methods
- CBF methods
- Association rules for learning recommendation system
- Log-likelihood ratios recommendation system method
- Hybrid recommendation systems
- Evaluation of the recommendation systems
- Summary
- 6. Getting Started with Django
- 7. Movie Recommendation System Web Application
- 8. Sentiment Analyser Application for Movie Reviews
- Index
-
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