Machine Learning, Probability, Deep Learning, Data Science, Mathematics.
the goal and the structure are the same. The aim is to make the book more accessible for people without a deep mathematical background. For more information, you can refer to the introductory post. I think that it is possible to gain a better intuition on mathematical concepts by using code (here