Python Machine Learning By Example

Table of Contents

1. Getting Started with Python and Machine Learning
2. Exploring the 20 newsgroups data set
3. Spam email detection with Naïve Bayes
4. News topic classification with Support Vector Machine
5. Click-through prediction with tree-based algorithms
6. Click-through rate prediction with logistic regression
7. Stock prices prediction with regression algorithms
8. Best practices