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Tutorial on Deep Learning
Instructor: Ruslan Salakhutdinov
Department: Simons Institute for the Theory of Computing
Institution: University of California Berkeley
Platform: Independent
Year: 2017
Price: Free
Description:
This tutorial includes: Part 1: Supervised Learning: Deep Networks, Part 2 and Part 3: Unsupervised Learning: Learning Deep Generative Models, and Part 4: Model Evaluation and Open Research Questions. There are 4 recored lectures, and their slides can be found at the following links. http://www.cs.cmu.edu/~rsalakhu/talk_Simons_part1_pdf.pdf, http://www.cs.cmu.edu/~rsalakhu/talk_Simons_part2_pdf.pdf, http://www.cs.cmu.edu/~rsalakhu/talk_Simons_part3_pdf.pdf, http://www.cs.cmu.edu/~rsalakhu/talk_Simons_part4_pdf.pdf.