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Data Science from Scratch: First Principles with Python

Paperback • 2015 • English

Data Science from Scratch: First Principles with Python

By Joel Grus

0 Ratings • 0.0 of 5

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About the book

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

Book details

ISBN

9781491901427

Publisher

O'Reilly Media

Published year

2015

Language

English

Original title

Data Science from Scratch: First Principles with Python

Format

Paperback

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Reviews · 0

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