Exercises on the Multivariate Chain Rule — Topic 74 of Machine Learning Foundations
#MLFoundations #Calculus #MachineLearning
This quick video features three exercises that test your comprehension of the chain rule when applied to multivariate functions.
There are eight subjects covered comprehensively in the ML Foundations series and this video is from the fourth subject, "Calculus II: Partial Derivatives & Integrals". More detail about the series and all of the associated open-source code is available at github.com/jonkrohn/ML-foundations
The playlist for the Calculus subjects is here: youtube.com/playlist?list=PLRDl2inPrWQVu2OvnTvtkRpJ-wz-URMJx
Jon Krohn is Chief Data Scientist at the machine learning company Nebula. He authored the book Deep Learning Illustrated, an instant #1 bestseller that was translated into six languages. Jon is renowned for his compelling lectures, which he offers in-person at Columbia University, New York University, and leading industry conferences, as well as online via O'Reilly, his YouTube channel, and the SuperDataScience podcast.
More courses and content from Jon can be found at jonkrohn.com.
Видео Exercises on the Multivariate Chain Rule — Topic 74 of Machine Learning Foundations канала Jon Krohn
This quick video features three exercises that test your comprehension of the chain rule when applied to multivariate functions.
There are eight subjects covered comprehensively in the ML Foundations series and this video is from the fourth subject, "Calculus II: Partial Derivatives & Integrals". More detail about the series and all of the associated open-source code is available at github.com/jonkrohn/ML-foundations
The playlist for the Calculus subjects is here: youtube.com/playlist?list=PLRDl2inPrWQVu2OvnTvtkRpJ-wz-URMJx
Jon Krohn is Chief Data Scientist at the machine learning company Nebula. He authored the book Deep Learning Illustrated, an instant #1 bestseller that was translated into six languages. Jon is renowned for his compelling lectures, which he offers in-person at Columbia University, New York University, and leading industry conferences, as well as online via O'Reilly, his YouTube channel, and the SuperDataScience podcast.
More courses and content from Jon can be found at jonkrohn.com.
Видео Exercises on the Multivariate Chain Rule — Topic 74 of Machine Learning Foundations канала Jon Krohn
Calculus Autodifferentiation Differentiation Derivatives Linear Algebra Algorithms Computer Science Python Data Science AI Machine Learning Data Jon Krohn Krohn Deep Learning Neural Networks TensorFlow PyTorch numpy Artificial Intelligence Tutorials Training Lessons Classes Autodiff autograd reverse mode differentiation algorithmic differentiation Integrals Partial Derivatives Partial Integrals Tensors Chain Rule
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3 ноября 2021 г. 17:04:42
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