Data mining with Python : theory, application, and case studies / Di Wu.

By:

Wu, Di (Computer science teacher) [author.]

Material type: Text

TextSeries: Chapman & Hall/CRC the Python seriesPublisher: Boca Raton : CRC Press, Taylor & Francis Group, 2024Edition: First editionDescription: xxiii, 390 pages : illustrations ; 26 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9781040010402
9781003462781

Subject(s):

Additional physical formats: Print version:: Data mining with PythonLOC classification:

QA 76.9 W8 2024

Contents:

Data wrangling Data collection Data integration Data statistics Data visualization Data preprocessing Data analysis Classification Regression Clustering Frequent patterns Outlier Detection

Summary: "This book focuses on the hands-on approach to learning Data Mining. It showcases how to use Python Packages to fulfill the Data Mining pipeline, which is to collect, integrate, manipulate, clean, process, organize, and analyze data for knowledge"-- Provided by publisher.

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Holdings
Item type	Current library	Shelving location	Call number	Status	Date due	Barcode
Book	TUP Manila Library	Graduate Program Section-2F	GS QA 76.9 W8 2024 (Browse shelf(Opens below))	Available		P00034161

Includes index.

Includes bibliographic references and index.

Data wrangling
Data collection
Data integration
Data statistics
Data visualization
Data preprocessing
Data analysis
Classification
Regression
Clustering
Frequent patterns
Outlier Detection

"This book focuses on the hands-on approach to learning Data Mining. It showcases how to use Python Packages to fulfill the Data Mining pipeline, which is to collect, integrate, manipulate, clean, process, organize, and analyze data for knowledge"-- Provided by publisher.

Description based on print version record and CIP data provided by publisher.

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