Introduction to 10 601 Machine Learning Fall 2017 Lecture 02

Let's dive into the details surrounding 10 601 Machine Learning Fall 2017 Lecture 02. Framework

10 601 Machine Learning Fall 2017 Lecture 02 Comprehensive Overview

Neural Networks ML Learn a Function Concept

Information Theory: Entropy and Mutual Information

Summary & Highlights for 10 601 Machine Learning Fall 2017 Lecture 02

  • Inductive Bias
  • Information Theory: Mutual Information and Covariate Selection
  • Naïve Bayes
  • Course Introduction; History of AI
  • Information Theory: Cross Entropy and Self Entropy

That wraps up our extensive overview of 10 601 Machine Learning Fall 2017 Lecture 02.

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