By Peter Bruce & Andrew Bruce
This is by far one of the best books I have found for introducing beginners to the most important statistical concepts for data science. It covers a wide range of topics including data sampling, distributions, statistical experiments and machine learning.
All concepts are explained in beginner-friendly terms and include hands-on code examples using a mixture of R and Python
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