Damien Gonot
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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