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Data Science from Scratch : First Principles with Python by Joel Grus (2019, Trade Paperback)

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To really learn data science, you should not only master the tools--data science libraries, frameworks, modules, and toolkits--but also understand the ideas and principles underlying them. Updated for Python 3.6, this second edition of Data Science from Scratch shows you how these 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 the hacking skills you need to get started as a data scientist. Packed with new material on deep learning, statistics, and natural language processing, this updated book shows you how to find the gems in today's messy glut of data. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability--and 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, Naïve 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
1492041130
ISBN-13
9781492041139
eBay Product ID (ePID)
5038681800

Product Key Features

Author
Joel Grus
Publication Name
Data Science from Scratch : First Principles with Python
Format
Trade Paperback
Language
English
Publication Year
2019
Type
Textbook
Number of Pages
500 Pages

Dimensions

Item Length
9.1in
Item Height
0.8in
Item Width
7.4in
Item Weight
24.9 Oz

Additional Product Features

Lc Classification Number
Qa76.9.D343
Edition Number
2
Copyright Date
2019
Target Audience
Scholarly & Professional
Topic
Data Modeling & Design, Databases / Data Mining, Statistics, Programming Languages / Python, Business Mathematics
Dewey Decimal
006.312
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Business & Economics

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item 1 NewsData Science from Scratch: First Principles with Python - PaperbackVERY GOOD
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item 2 Data Science from Scratch : First Principles with Python by Joel Grus (2019,...
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item 3 Data Science from Scratch 2e: First Prin..., Grus, Joel
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item 4 Data Science from Scratch 2e: First Prin..., Grus, Joel
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item 5 Data Science from Scratch: First Principles with Python - Paperback - ACCEPTABLE
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item 6 Data Science from Scratch: First Principles with Python - Paperback - GOOD
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Data Science from Scratch : First Principles with Python by Joel Grus (2019, Trade Paperback)

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item 1 NewsData Science from Scratch: First Principles with Python - PaperbackVERY GOOD

item 2 Data Science from Scratch : First Principles with Python by Joel Grus (2019,...

item 3 Data Science from Scratch 2e: First Prin..., Grus, Joel

item 4 Data Science from Scratch 2e: First Prin..., Grus, Joel

item 5 Data Science from Scratch: First Principles with Python - Paperback - ACCEPTABLE

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