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Week 10 - Basic Data Analysis 2.2 & 3.1

Learning Objectives:

• Overfitting and underfitting
• Regularization in regression
• Feature Selection
• Nearest neighbor Classification

Lessons:

• Basic Data Analysis 2.2 and 3.1:
  • Tuesday: Slides_long
  • Thursday: Slides_long

Important Dates:

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

Readings:

• Basic Data Analysis 2.2
  • ISL 6.1, 6.2
• Basic Data Analysis 3.1
  • ISL 2.2