This is a living resource guide that contains links to books, guides, courses, documentaries, Web sites and hardware related to Machine Learning. It is updated on a regular basis.
TensorFlow - Open Source Machine Learning framework from Google
Keras - Keras is a high-level neural network Python API, that can run on top of TensorFlow and a few other frameworks. It was developed with a focus on enabling fast experimentation.
Unity Machine Learning Agents - An area that I’m exploring for game programming.
DeepMind AlphaGo - AlphaGo is the first computer program to defeat a professional human Go player. It’s what got everyone’s attention and helped spark a new wave of interest in Machine Learning. DeepMind was acquired by Google in 2014.
- AlphaGo Documentary - watch it on Netflix, etc.
Machine Learning For Absolute Beginners: A Plain English Introduction (Machine Learning For Beginners) - This is the book that I would recommend for getting started.
Deep Learning with Python - Written by Francois Chollet, who is the creator of Keras and works for Google.
Deep Learning with R - Written by Francois Chollet (Keras). Co-authored by J.J. Allaire, who created the RStudio IDE and wrote the R interfaces to TensorFlow and Keras.
- Machine Learning Crash Course with TensorFlow APIs - A free crash course from Google.
If you can think of other items that should be on this list, let me know! Your best bet to get my attention is to DM me on Instagram (@scriptabledotcom).