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Foundations of data science with Python /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Foundations of data science with Python /John M. Shea.
作者:	Shea, John M.
出版者:	Boca Raton :CRC Press,2024.
面頁冊數:	xiv, 488 p. :col. ill. ;26 cm.
標題:	Python (Computer program language)
ISBN:	9781032350424 (pbk.) :

Foundations of data science with Python /
Shea, John M.(Professor of electrical engineering),

Foundations of data science with Python /John M. Shea. - 1st ed. - Boca Raton :CRC Press,2024. - xiv, 488 p. :col. ill. ;26 cm. - Chapman & Hall/CRC the Python series. - Chapman & Hall/CRC the Python series..

Includes bibliographical references and index.

First simulations, visualizations, and statistical tests -- First visualizations and statistical tests with real data -- Introduction to probability -- Null hypothesis tests -- Conditional probability, dependence, and independence -- Introduction to Bayesian methods -- Random variables -- Expected value, parameter estimation, and hypothesis tests on sample means -- Decision-making with observations from continuous distributions -- Categorical data, tests for dependence, and goodness of fit for discrete distributions -- Multidimensional data : vector moments and linear regression -- Working with dependent data in multiple dimensions.

ISBN: 9781032350424 (pbk.) :NT$2773

LCCN: 2023037553Subjects--Topical Terms:

215247
Python (Computer program language)

LC Class. No.: QA276.4 / .S454 2024

Dewey Class. No.: 519.50285/5133

Foundations of data science with Python /
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