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Week 13 - Basic Data Analysis 4 & Statistics 1

Learning Objectives:

• Neural Networks
• Basic setup of parameter estimation
• Plug-in estimators

Lessons:

• Basic Data Analysis 4 & Statistics 1:
  • Tuesday: Slides_long_predictive4
  • Thursday: Slides_long_statistics1

Important Dates:

• Homework 7 due Thursday, Dec 4, 11:59pm
• Final project due Thursday, Dec 11, 11:59pm

Additional Readings:

• Basic Data Analysis 4.2
  • ISL 10.7, 12.1, 12.4.1
• Statistics 1
  • WJ 12.1, 12.2, 14.1, 14.2

Resources

• Play with multilayer perceptron