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Practical Statistics for Data Scientists, 2e: 50+ Essential Concepts Using R and Python
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Practical Statistics for Data Scientists, 2e: 50+ Essential Concepts Using R and Python
Practical Statistics for Data Scientists, 2e: 50+ Essential Concepts Using R and Python
Lambar abu: 90371535

Practical Statistics for Data Scientists, 2e: 50+ Essential Concepts Using R and Python

87% of respondents would recommend this to a friend

Lambar abu: 90371535

XAF 48713

XAF 62456

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Shop Practical Statistics for Data Scientists, 2e: 50+ Essential Concepts Using R and Python online at a best price in Chad. 149207294X
  • 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
Publisher O′Reilly
Publication date 29 Jun. 2020
Edition 2nd
Language English
Print length 360 pages
ISBN-10 149207294X
ISBN-13 978-1492072942
Item weight 612 g
Dimensions 17.78 x 2.29 x 23.11 cm

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