Convex Optimization Review

https://www.theschool.ai/courses/move-37
New Reinforcement Learning Course

https://explained.ai/matrix-calculus/index.html
The Matrix Calculus You Need For Deep Learning

https://github.com/eriklindernoren/ML-From-Scratch
Python implementations of some of the fundamental Machine Learning models and algorithms from scratch.

Hi guys
It's a great course about reinforcement learning(Reinforcement learning is an area of machine learning concerned with how software agents ought to take actions in an environment so as to maximize some notion of cumulative reward) and it's free.
Check it out :
https://www.theschool.ai/courses/move-37-course/

By learning reinforcement learning you can train an agent to play this games, and win :
https://gym.openai.com/envs/

https://www.youtube.com/watch?v=3QuRmtIuIpM
Transfer Learning(Active and Pasive) Perception by stanford(Live now)

AWS offers a free educate account with 75$ initial credit, check it out:
https://www.awseducate.com/registration?refid=hpQ36kfvmx3GhJPfROoMH1uhwH0kzgol …
#aws #CloudComputing #Free #Education

See, how you can use Google Colab TPUs
https://colab.research.google.com/notebooks/tpu.ipynb#scrollTo=PUINPtMG_w9i

I just wrote a well-structured Ipython notebook about how you could implement a Convolutional neural network in Keras to recognize Persian digits, check it out :
https://github.com/erfanMhi/Persian-Digits-Recognizer