Data Science from Scratch: First Principles with Python


Blowout Sale! Free Shipping Included! Save 51% on the Data Science from Scratch: First Principles with Python by O'Reilly Media at SADC Network. MPN: 54470499. Hurry! Limited time offer. Offer valid only while supplies last. 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


Data Science from Scratch: First Principles with Python by O'Reilly Media
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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 PythonLearn the basics of linear algebra, statistics, and probability—and how and when they’re used in data scienceCollect, explore, clean, munge, and manipulate dataDive into the fundamentals of machine learningImplement models such as k-nearest neighbors, Naïve Bayes, linear and logistic regression, decision trees, neural networks, and clusteringExplore recommender systems, natural language processing, network analysis, MapReduce, and databases

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Additional Information

Manufacturer:
O'Reilly Media
Category:
Web Development & Design
MPN:
54470499
Release Date:
2019-05-16
EAN:
9781492041139
ISBN:
1492041130
Edition:
2
Part Number:
54470499
Author:
Joel Grus
Publisher:
O'Reilly Media
Publication Date:
2019-05-16
Binding:
Paperback
Item Weight:
1.4 pounds
Item Size:
1 x 9.25 x 7 inches
Package Weight:
1.4 pounds
Package Size:
7 x 0.9 x 9.1 inches

 


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