Higher-Order Partial Derivatives — Topic 80 of Machine Learning Foundations

#MLFoundations #Calculus #MachineLearning This video introduces higher-order derivatives for multi-variable functions, with a particular focus on the second-order partial derivatives that abound in machine learning. 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 The playlist for the Calculus subjects is here: 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 Super