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Practical Statistics for Data Scientists: 50 Essential Concepts


Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various 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…

Practical Statistics For Data Scientists

ISBN 10 : 9781491952931
ISBN 13 : 1491952938

Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topi..


Practical Statistics For Data Scientists

ISBN 10 : 9781491952917
ISBN 13 : 1491952911

Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topi..


Statistical Learning And Data Science

ISBN 10 : 9781439867648
ISBN 13 : 143986764X

Data analysis is changing fast. Driven by a vast range of application domains and affordable tools, machine learning has become mainstream. Unsupervised data analysis, including cl..


Introduction To Machine Learning With Python

ISBN 10 : 9781449369897
ISBN 13 : 1449369898

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams..


Data Science At The Command Line

ISBN 10 : 9781491947807
ISBN 13 : 1491947802

This hands-on guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small, ye..


R For Data Science

ISBN 10 : 9781491910368
ISBN 13 : 1491910364

Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to wo..


Python Data Science Handbook

ISBN 10 : 9781491912133
ISBN 13 : 1491912138

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual ..