https://course.fast.ai/
Blog
Tutorial: fast.ai – Deep Learning from the Foundations
https://course19.fast.ai/part2
Tutorial: fast.ai – Practical Data Ethics
https://ethics.fast.ai/
Book: Shai Shalev-Shwartz and Shai Ben-David – Understanding Machine Learning: From Theory to Algorithms
https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf
Tutorial: Simplilearn – How to Become a ML Engineer
https://www.simplilearn.com/tutorials/machine-learning-tutorial/how-to-become-a-machine-learning-engineer?source=sl_frs_nav_playlist_video_clicked
Tutorial: Google Developers – Machine Learning Crash Course
https://developers.google.com/machine-learning/crash-course
Tutorial: Bloomberg – Foundations of Machine Learning
https://bloomberg.github.io/foml/#about
Tutorial: fast.ai – NLP
https://www.fast.ai/2019/07/08/fastai-nlp/
Book: deeplearningbook.org – Deep Learning Applications
https://www.deeplearningbook.org/contents/applications.html