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Week 11 - Basic Data Analysis 3.2 & 3.3

Learning Objectives:

• Nearest neighbor Classification
• Logistic regression
• Classification: other considerations
• Basis Functions

Lessons:

• Tuesday: slides
• Thursday: slides

Important Dates:

• Homework 5 due Tuesday, Nov 03, 11:59pm
• Homework 6 due Tuesday, Nov 17, 11:59pm
• Final project due Friday, Dec 11, 11:59pm

Readings:

• Basic Data Analysis 3.2
  • ISL 4.3
• Basic Data Analysis 3.3
  • ISL 4.4.2 (start from page 161)

Resources:

• Likelihood function for logistic regression