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Week 10 - Basic Data Analysis 2.1 & 2.2

Learning Objectives:

  • Intro to machine learning
  • Linear regression
  • Overfitting and underfitting
  • Regularization in regression
  • Feature Selection

Lessons:

Important Dates:

  • Homework 5 due Thursday, Apr 02, 11:59pm

Readings:

  • Basic Data Analysis 2.1
    • WJ Chap 3.2
  • Basic Data Analysis 2.2
    • ISL 6.1, 6.2

Resources