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This one is on your request,
Best statistic books for data science:

Practical statistics for data scientists
by Peter Bruce and Andrew Bruce
https://math2510.coltongrainger.com/books/2017-bruce-and-bruce-pratical-statistics-for-data-scientists.pdf

Think Stats
by Allen B. Downey
http://greenteapress.com/thinkstats/thinkstats.pdf

Computer Age Statistical Inference
by Bradley Efron and Trevor Hastie
https://web.stanford.edu/~hastie/CASI_files/PDF/casi.pdf

Statistics in Plain English
by Timothy C. Urdan
https://www.book2look.com/embed/9781317526988

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

MIT machine learning course. Duration: 13 weeks.
Published: December 2020.
Type: open-source.
https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/about

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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍