Learning Data Mining with Python

Table of Contents

1. Getting Started with data mining
2. Classifying using scikit-learn estimators
3. Predicting Sports Winners with Decision Trees
4. Recommending Movies using Affinity Analysis
5. Extracting Features with Transformers
6. Detecting Social media spam using Naive Bayes
7. Discovering accounts to follow using graph mining
8. Beating CAPTCHAs with Neural Networks
9. Authorship attribution
10. Clustering news articles
11. Detecting objects in images using Deep Neural Networks
12. Getting fit with big data
13. Appendix : Next steps