Book
In this book you will get all the detail understanding of statistics with the hands on experience.
http://greenteapress.com/thinkstats2/thinkstats2.pdf
Probability, Inferential statistics, Descriptive statistics, Bayesian statistics, statistical learning
This is the pilot post of blog post series ‘Probability & Statistics for Data Science’,
https://medium.com/data-deft/probability-statistics-for-data-science-series-83b94353ca48
Numerical problems related to probability and statistics
For anyone taking first steps in data science, Probability is a must know concept. Concepts of probability theory are the backbone of many important concepts in data science like inferential statistics to Bayesian networks. It would not be wrong to say that the journey of mastering statistics begins with probability.
https://www.analyticsvidhya.com/blog/2017/02/basic-probability-data-science-with-examples/