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Learning about Machine Learning

A friend recently asked for pointers to learn about machine learning. I’m not an expert, but have spent a bunch of time learning and experimenting, using many different resources. The list below is for people who can already code well enough to build products, but have little/no background in machine learning.

I wrote this list in Fall 2020.

To learn how to do stuff:

To learn about what’s possible:

To learn from fundamentals - books:

To learn from fundamentals - video courses:

If you’re not sure where to start, start with Deep Learning for Coders.