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Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and...

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Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
ISBN
9781492072942
Publication Year
2020
Type
Textbook
Format
Paperback
Language
English
Publication Name
Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python
Item Height
233 mm
Author
Andrew Bruce, Peter Gedeck, Peter Bruce
Publisher
O'reilly Media, INC International Concepts USA
Subject
Computer Science
Item Width
178 mm
Number of Pages
350 Pages

About this product

Product Information

Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you're familiar with the R or Python programming languages and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. With this book, you'll learn: Why exploratory data analysis is a key preliminary step in data science How random sampling can reduce bias and yield a higher-quality dataset, even with big data How the principles of experimental design yield definitive answers to questions How to use regression to estimate outcomes and detect anomalies Key classification techniques for predicting which categories a record belongs to Statistical machine learning methods that learn from data Unsupervised learning methods for extracting meaning from unlabeled data

Product Identifiers

Publisher
O'reilly Media, INC International Concepts USA
ISBN-13
9781492072942
eBay Product ID (ePID)
6046573463

Product Key Features

Publication Year
2020
Subject
Computer Science
Number of Pages
350 Pages
Language
English
Publication Name
Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python
Type
Textbook
Author
Andrew Bruce, Peter Gedeck, Peter Bruce
Format
Paperback

Dimensions

Item Height
233 mm
Item Width
178 mm

Additional Product Features

Country/Region of Manufacture
United States
Title_Author
Peter Gedeck, Andrew Bruce, Peter Bruce

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kds001

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  • by sarmuazu0
    22 Feb, 2023

    Great Book

    It's a great book, good value for money with examples of codes to learn from.

    Verified purchase: YesCondition: NewSold by: speedyhenuk

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