<div><p>This is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills.</p><p>The book covers:</p><ul><li>The important parts of Python to know</li><li>The important parts of Math / Probability / Statistics to know</li><li>The basics of data science</li><li>How commonly-used data science techniques work (learning by implementing them)</li><li>What is Map-Reduce and how to do it in Python</li><li>Other applications such as NLP, Network Analysis, and more</li></ul></div>