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

ML Learn a Function Neural Networks Concept

Information Theory: Entropy and Mutual Information

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

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

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

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