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What Automatic Differentiation Is — Topic 62 of Machine Learning Foundations
Basic Automatic Differentiation Theory
Automatic Differentiation: Differentiate (almost) any function
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Last Updated: October 26, 2026
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This short tutorial covers the basics of Official Website: 2019.rubyconf.tw. This video was recorded as part of CIS 522 - Deep Learning at the University of Pennsylvania. The course material, including the ... MLFoundations This video introduces what Topics discussed: - Why care about differentiation? - Different ways to differentiate? - Why Visit julialang.org/ to download Julia. Time Stamps: 00:00 Welcome! 00:10 Help us add time stamps or captions to this video! "Leveraging Sparsity to Accelerate Meetup: bit.ly/2uT9yC2 Slides: bit.ly/2hi3Lmn Audio: bit.ly/2vnKGWd ... Note that there is a new version of this video available here youtu.be/9H-o8wESCxI ERRATA: - In slide 87, we use ... By far not a complete story on AD, but provides a mental image to help digest further material on AD. For a bit more context, how ...