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Week 11 - Basics of predictive modeling and classification 3 & Linear Models 1

Learning Objectives:

  • Naive Bayes
  • Linear Regression
  • Least Squares Estimation

Lessons:

  • Basics of predictive modeling and classification 3 Slides
  • Linear Models 1 Slides

Additional Readings:

  • Basics of predictive modeling and classification 3
    • MK: sec 3.5
  • Linear Models 1
    • MK: sec. 7.1-7.3, 7.5-7.6

Important Dates:

  • Homework 6 due Friday, Mar 29, 11:59pm

Resources