/Multivariate-Calculus-for-Machine-Learning

This repository is related to all about Multivariate Calculus for Machine Learning - an A-Z guide to the world of Multivariate Calculus for Machine Learning. This supplement contains the implementation of Multivariate Calculus for Machine Learning (in Python)

About

This repository is related to all about Multivariate Calculus for Machine Learning - an A-Z guide to the world of Multivariate Calculus for Machine Learning. This supplement contains the implementation of Multivariate Calculus for Machine Learning (in Python)

                          https://coursesteach.com/

Contribution: We would love your help in making this repository even better! If you know of a Multivariate Calculus for Machine Learning that isn't listed here, or if you have any suggestions for improvement in any repository content, feel free to open an issue or submit a repository contribution request. or Contact me:mushtaqmsit@gmail.com

Together, let's make this the best AI learning hub website! 🚀

📚Chapter1: - Basics Function, Gradients and Derivatives,Time saving rules

Topic Name/Tutorial Video Code
🌐1-Calculus for Machine Learning: Building Blocks for Data Science Content 2 Content 3
🌐2- Introduction to Functions Video-Video2 Content 6
🌐3-How Calculus is useful Video1 ---
🌐4-Understanding Derivative in Machine Learning: A Key Concept for Algorithm Optimization Video1-Video2 ---
🌐5-Differentiation examples & special cases Video1
🌐6-Product rule Video ---
🌐7-Chain rule Video-Video2-Video3 ---
🌐8-Taming a beast 1 ---

📚Chapter2: - Moving to multivariate,Jacobians, The sandpit game

Contributors

Thanks goes to these wonderful people