Data science for engineers

Data science for engineers

by Rengaswamy, Raghunathan

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Title Statements

  • Full title :Data science for engineers / Raghunathan Rengaswamy, Resmi Suresh.

Edition Statements

  • Publication Date:2022.
  • Edition:1st

Publication Statements

  • Publisher(s):CRC Press
  • Place of Publication:Boca Raton
  • Language:eng
  • Publication Date:2022.

The Physical Object

  • Description:1 online resource : : illustrations (black and white)

Edition Identifiers

  • ISBN:9781000813333, 1000813339, 9781000813319, 1000813312
  • DOI:10.1201/b23276
  • oclc:on1359610332
  • Dewey Decimal:620.00285

Table of Contents

<P><STRONG>Chapter 1.</STRONG> Introduction to DS, ML AI</P><P><STRONG>Chapter 2.</STRONG> DS and ML -- fundamental concepts</P><P><STRONG>Chapter 3.</STRONG> Linear algebra for DS and ML</P><P><STRONG>Chapter 4.</STRONG> Optimization for DS and ML</P><P><STRONG>Chapter 5.</STRONG> Statistical foundations for DS and ML</P><P><STRONG>Chapter 6.</STRONG> Function approximation methods</P><P><STRONG>Chapter 7.</STRONG> Classification methods</P><P><STRONG>Chapter 8.</STRONG> Conclusions and future directions</P><P>References </P><P>Index </P>

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Subjects

Engineering -- Data processing

Writers

Rengaswamy, Raghunathan Suresh, Resmi

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