Resources
Books
An introduction to Statistical Learning Understanding Deep Learning Probabilistic Machine Learning Deep Learning Foundations Intro to Statistical Learning https://www.thelmbook.com/
Courses
Deeplearning.ai - Should do this after machine learning coursera Coursera: Andrew Ng, Machine Learning Specialization
- Supervised Machine Learning
- Advanced Learning Algorithms
- Unsupervised Machine Learning Coursera: Mathematics for Machine Learning and Data Science Hugging Face: Transformers FastAI: Practical Deep Learning for Coders NPTEL Google ML Courses
Blogs/Forums
Youtube Videos/Lectures
Academia
CSMC:422 - Intro to Machine Learning (UMD)
Math
3Blue1Brown: Linear Algebra Linear Algebra Review and Reference Review of Probability Theory