Can I read (한/영 AI교차번역) Practical Statistics for Data Scientists, 2nd Edition on EtoBox?

(한/영 AI교차번역) Practical Statistics for Data Scientists, 2nd Edition by Peter Gedeck & Andrew Bruce & Peter Bruce is a book available to read on EtoBox.

What is (한/영 AI교차번역) Practical Statistics for Data Scientists, 2nd Edition about?

한글/영문 AI교차 번역판Statistical 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 scienceHow random sampling can reduce bias and yield a higher-quality dataset, even with big dataHow the principles of experimental design yield definitive answers to questionsHow to use regression to estimate outcomes and detect anomaliesKey classification techniques for predicting which categories a record belongs toStatistical machine learning methods that "le

Author

Peter Gedeck & Andrew Bruce & Peter Bruce

Publisher

O'Reilly Media, Incorporated

Published

2020

Language

EN

ISBN

9781492072911

Subjects

Science, Computer Science, Mathematics