Some references for getting started and beyond with ML

08 Aug 2019 (regularly updated)

In this post, I suggest some references for getting started and beyond with ML.

I also compiled some advice from other Data Scientists on how to start learning ML:

Table of Contents:

Academic lecture videos available online for free

Introduction to Machine Learning and Deep Learning:

More specific Machine Learning:

Online learning platforms

Books

Books available online for free:

Books not available for free:

Blogs

Some technical blogs:

Technical blogs from research labs:

Technical blogs from academic researchers:

Technical blogs from “real-world” Data Scientists:

Online tools for a better interpretation of machine learning