Machine Learning
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Deep Learning
Resources
MIT 6.S191: Introduction to Deep Learning
http://introtodeeplearning.com/
NYU DS-GA 1008: Deep Learning
https://atcold.github.io/pytorch-Deep-Learning/
UC Berkeley Full Stack Deep Learning
UC Berkeley CS182: Designing, Visualizing and Understanding Deep Neural Networks
https://www2.eecs.berkeley.edu/Courses/CS182/
Deep Learning Book by MIT Press
https://www.deeplearningbook.org/
Cornell CS5787: Deep Learning
Introduction to Deep Learning
https://sebastianraschka.com/blog/2021/dl-course.html
Physics-based Deep Learning Book
https://physicsbaseddeeplearning.org/intro.html
Deep Learning with Python
by François Chollet
Resources
Cornell CS5785: Applied Machine Learning
https://cornelltech.github.io/cs5785-fall-2018/index.html
Hands-On Machine Learning with Scikit-Learn and Tensorflow
by Aurélien Géron