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By no means I am an expert 🙂 I have made list of book in HERE: https://complementarytraining.net/what-do-you-need-to-know-as-a-sport-scientist-besides-sport-science/
I will also publish a list of free courses – currently watching Model Thinking on Coursera and it is fantastic.
When it comes to stats – honestly – there is no single book that explains in ‘coach/everyday language’, I had to read a bunch of books to pick up underlying logic and purpose. Currently reading on Machine Learning: Data Science in business, Data Smart books and Introduction to Statistical Learning.
One day I might write some VERY simple book on stats for coaches 🙂