Chapter 1: A Process for Success...Avengers Homer Marge Bart Lisa Flanders American Sniper Les...

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Chapter 1: A Process for Success

Transcript of Chapter 1: A Process for Success...Avengers Homer Marge Bart Lisa Flanders American Sniper Les...

  • Chapter 1: A Process for Success

  • Chapter 2:Linear Regression – The Blocking and Tackling of Machine Learning

  • Chapter 3: Logistic Regression and Discriminant Analysis

  • Chapter 4: Advanced Feature Selection in Linear Models

  • Chapter 5: More Classification Techniques – K-Nearest Neighbors and Support Vector Machines

  • Chapter 6: Classification and Regression Trees

  • Chapter 7: Neural Networks

  • Chapter 8, Cluster Analysis

  • Chapter 9: Principal Components Analysis

  • Chapter 10: Market Basket Analysis and Recommendation Engines

  • Chapter 11: Time Series and Causality

  • Chapter 12: Text Mining

  • Appendix: R Fundamentals

  • Preface