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Data Science for Engineers

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Management number 231708571 Release Date 2026/06/18 List Price $13.11 Model Number 231708571
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With tremendous improvement in computational power and availability of rich data, almost all engineering disciplines use data science at some level. This textbook presents material on data science comprehensively, and in a structured manner. It provides conceptual understanding of the fields of data science, machine learning, and artificial intelligence, with enough level of mathematical details necessary for the readers. This will help readers understand major thematic ideas in data science, machine learning and artificial intelligence, and implement first-level data science solutions to practical engineering problems. The book- Provides a systematic approach for understanding data science techniquesExplain why machine learning techniques are able to cross-cut several disciplines. Covers topics including statistics, linear algebra and optimization from a data science perspective. Provides multiple examples to explain the underlying ideas in machine learning algorithms Describes several contemporary machine learning algorithms The textbook is primarily written for undergraduate and senior undergraduate students in different engineering disciplines including chemical engineering, mechanical engineering, electrical engineering, electronics and communications engineering for courses on data science, machine learning and artificial intelligence. Read more

ASIN B0BLV4XBR6
XRay Not Enabled
Format Print Replica
ISBN10 9781000813319
ISBN13 978-1000813319
Edition 1st
Language English
File size 21.0 MB
Page Flip Not Enabled
Publisher CRC Press
Word Wise Not Enabled
Accessibility Learn more
Publication date December 16, 2022
Enhanced typesetting Not Enabled

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