Learn all the foundational Python you'll need to solve real data science problems Data science and machine learning--two of the world's hottest fields--are attr

This is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programmin

Covers mathematical and algorithmic foundations of data science: machine learning, high-dimensional geometry, and analysis of large networks.

Success in data science depends on the flexible and appropriate use of tools. That includes Python and R, two of the foundational programming languages in the f

Gain hands-on experience with industry-standard data analysis and machine learning tools in Python Key FeaturesTackle data science problems by identifying the p