10707 (Spring 2019): Deep Learning - Lecture Schedule

Tentative Lecture Schedule

  • Sep 14/16, Machine Learning:
    Introduction to Machine Learning, Regression. (notes [pdf])
    Reading: Bishop, Chapter 1, Chapter 3: 3.1-3.2
    Deep Learning Book: Chapters 4 and 5.

  • Jan 21, Probability Distributions: (notes [pdf])
    Reading: Bishop, Chapter 2: sec. 2.1 - 2.4
    Deep Learning Book: Chapter 3.


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10707 (Spring 2019): Topics in Deep Learning || http://www.cs.cmu.edu/~rsalakhu/10707/