BOOK

Data science for engineers

Rengaswamy, Raghunathan, author, Suresh, Resmi, author

2023

Overview

\"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 techniques Explain 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.\"--Page 4 of cover.

• Publisher: CRC Press
• Subject: Engineering Data processing. / Ingénierie Informatique. / Engineering Data processing
• ISBN: 9780367754266, 0367754266, 9781032405490, 103240549X

Item info:

1 item available

1 item total in all locations

Holdings :

Call Number	Copies	Material	Location
TA345.5.M42 R46 2023	1	BOOK	AUTOSTORE