Machine Learning Resources & courses


Articles

Courses:

Stanford University with Andrew NG

https://www.coursera.org/learn/machine-learning

CS231n: Oxford university: Convolutional Neural Networks for Visual Recognition Link: http://cs231n.stanford.edu/

Deep learning AI group: https://medium.com/@andrewng/deeplearning-ai-announcing-new-deep-learning-courses-on-coursera-43af0a368116

Github repos

https://github.com/leriomaggio/deep-learning-keras-tensorflow

https://github.com/benanne/theano_fftconv

Youtube lectures

https://www.youtube.com/c/MichaelGalarnyk

Blogs & Sites:

http://ruder.io/#

https://towardsdatascience.com/the-fall-of-rnn-lstm-2d1594c74ce0

https://towardsdatascience.com/how-to-build-your-own-neural-network-from-scratch-in-python-68998a08e4f6

Related projects

Email spam honey pot project

Linear algebra courses:

https://www.youtube.com/watch?v=ZK3O402wf1c&list=PL49CF3715CB9EF31D

Source: Deep Learning on Medium