Fundamentals of Data Science - Theory and Practice (Paperback)

Fundamentals of Data Science: Theory and Practice presents basic and advanced concepts in data science along with real-life applications. The book provides students, researchers and professionals at different levels a good understanding of the concepts of data science, machine learning, data mining and analytics. Users will find the authors’ research experiences and achievements in data science applications, along with in-depth discussions on topics that are essential for data science projects, including pre-processing, that is carried out before applying predictive and descriptive data analysis tasks and proximity measures for numeric, categorical and mixed-type data. The book's authors include a systematic presentation of many predictive and descriptive learning algorithms, including recent developments that have successfully handled large datasets with high accuracy. In addition, a number of descriptive learning tasks are included.

General

Imprint:	Academic Press Inc
Country of origin:	United Kingdom
Release date:	December 2023
First published:	2024
Authors:	Jugal K Kalita • Dhruba K. Bhattacharyya • Swarup Roy
Dimensions:	234 x 191mm (L x W)
Format:	Paperback
Pages:	200
ISBN-13:	978-0-323-91778-0
Categories:	Books Promotions
LSN:	0-323-91778-X
Barcode:	9780323917780

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