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Spis treści

Mastering Machine Learning with R. Master machine learning techniques with R to deliver insights for complex projects eBook -- spis treści

• 1. Business Understanding - The Road toActionable Insights
• 2. Linear Regression – The Blocking and Tackling of Machine Learning
• 3. Logistic Regression and Discriminant Analysis
• 4. Multivariate Regression part 2 – AdvancedFeature Selection
• 5. Classification – Taking it to the Next Level
• 6. Classification & Regression Trees
• 7. Unsupervised Techniques – PrincipalComponents
• 8. Unsupervised Techniques – Clustering
• 9. Text Analysis
• 10. Social Media Mining
• 11. Advanced Applications
• 12. Text Mining
• 13. Appendix B: Getting R on the Cloud