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Spis treści

Learning Data Mining with Python. Harness the power of Python to analyze data and create insightful predictive models eBook -- spis treści

• 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