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Week 9 - Basic Data Analysis 2.1

Learning Objectives:

• Intro to machine learning
• Linear regression

Lessons:

• Basic Data Analysis 2.1:
  • Thursday: Slides_long

Important Dates:

• Homework 5 due Tuesday, Nov 4, 11:59pm

Readings:

• Basic Data Analysis 2.1
  • WJ Chap 3.2

Resources

• Proof: Ordinary least square
• Proof: MLE for linear regression
• How regularization works conceptually