Section outline

    •      Decision trees, Naïve Bayes, Logistic regression
    •      Supervised vs unsupervised learning

    RReading

    1.       Han, Kamber & Pei (Ch. 6)
    2.       Shmueli et al., Data Mining for Business Analytics (Ch. 4)
    • Lab: Implementing decision trees & Naïve Bayes in Python/R
    •       Case Study: Credit scoring with classification