[书籍] Data Science from Scratch: First Principles with
出版社:
O'Reilly Media
简介:
This is a first-principles-based， practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills. The book covers： The important parts of Python to know The important parts of Math / Probability / Statistics to know The basics of data science How commonly-used data science techniques work (learning by implementing them) What is Map-Reduce and how to do it in Python Other applications such as NLP， Network Analysis， and more
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