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Data Science from Scratch by Joel Grus (2015, Trade Paperback)

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Data Science from Scratch by Joel Grus (2015, Trade Paperback).

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Product Information

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they're also a good way to dive into the discipline without actually understanding data science. In this book, you'll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch . If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today's messy glut of data holds answers to questions no one's even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability--and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

Product Identifiers

Publisher
O'reilly Media, Incorporated
ISBN-10
149190142x
ISBN-13
9781491901427
eBay Product ID (ePID)
28038373281

Product Key Features

Author
Joel Grus
Publication Name
Data Science from Scratch
Format
Trade Paperback
Language
English
Publication Year
2015
Type
Textbook
Number of Pages
330 Pages

Dimensions

Item Length
9.1in
Item Height
0.7in
Item Width
7.2in
Item Weight
21.2 Oz

Additional Product Features

Lc Classification Number
Qa76.9.D343
Copyright Date
2015
Target Audience
Scholarly & Professional
Topic
Data Modeling & Design, Data Processing, Databases / Data Mining, Programming Languages / Python, Data Transmission Systems / General
Lccn
2015-472852
Dewey Decimal
006.312
Dewey Edition
23
Illustrated
Yes
Genre
Computers

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Most relevant reviews

5 out of 5 stars
by dn.michaelJul 31, 2018
Best place to begin Data Science.
This introduction to Data Science is comprehensive, delving into the numerous aspects in bite size pieces. The content is presented in a way that is easy to absorb, offering diagrams and examples. The reader is taken from zero to a complete understanding in logical steps. I wish that I could have taken a course in Data Science using this as the text book. It is exactly what I needed to wrap my mind around this fascinating topic.
Verified purchase: Yes | Condition: New
5 out of 5 stars
by jheraneMay 10, 2021
Great book for beginners
Loving this book so far, it's very practical and written in a casual and approachable language.
Verified purchase: Yes | Condition: Pre-owned

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