Practical statistics for data scientists : 50+ essential concepts using R and Python

By:

Bruce, Peter

Contributor(s):

Publication details: Mumbai: O'Reilly Media & Shroff Publishers, 2023.Edition: 2nd edDescription: xvi, 342p.: ill.; pbk.: 24cmISBN:

9788194435006

Subject(s):

DDC classification:

001.422 BRU

Summary: 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. https://www.oreilly.com/library/view/practical-statistics-for/9781492072935/

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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode
Books	IIT Gandhinagar	General	001.422 BRU (Browse shelf(Opens below))	1	Available		033741

Includes Bibliography & Index

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.

https://www.oreilly.com/library/view/practical-statistics-for/9781492072935/

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