Introduction to 10 601 Machine Learning Fall 2017 Lecture 26

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10 601 Machine Learning Fall 2017 Lecture 26 Comprehensive Overview

Neural Networks. 2006 CMU: 2011 Spring:

Neural Networks 2: Backpropagation

Summary & Highlights for 10 601 Machine Learning Fall 2017 Lecture 26

  • Information Theory: Cross Entropy and Self Entropy
  • Decision Trees, Regularization, Overfitting
  • Course Introduction; History of AI
  • Framework
  • CMU 2015

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