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Practical Statistics for Data Scientists - 9781492072942
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Item specifics
- Condition
- Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
- Book Title
- Practical Statistics for Data Scientists
- 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
- Publisher
- O'reilly Media, INC International Concepts USA
- Item Width
- 178 mm
- Subject
- Computer Science
- 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 Name
Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python
Format
Paperback
Language
English
Subject
Computer Science
Publication Year
2020
Type
Textbook
Number of Pages
350 Pages
Dimensions
Item Height
233 mm
Item Width
178 mm
Additional Product Features
Country/Region of Manufacture
United States
Item description from the seller
Business seller information
Value Added Tax Number:
- GB 976952259
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