Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
A repo for the pre-course work at home exercises
List of resources & possible pathway for the Math of Machine Learning and AI.
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
🧮 A collection of resources to learn mathematics for machine learning
Language model alignment-focused deep learning curriculum
Code and associated files for the AI Programming with Python Nanodegree Program
The Ultimate FREE Machine Learning Study Plan
100 Days of ML Coding