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MACHINE LEARNING Paperback – 1 June 2021

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From the Publisher

machine, learning, oxford, oup

This book on Machine Learning is designed as a textbook for undergraduate and post-graduate students of engineering. It provides a comprehensive coverage of fundamentals of machine learning.

A perfect balance between theoretical and mathematical exposition is provided with several numerical examples, review questions, and Python programs. It will also be useful for engineering professionals and IT employees who want to learn the basics of the subject.

  • Adopts an ‘Algorithmic Approach’ to illustrate the concepts of machine learning in a simple language with 100+ numerical problems
  • Adapts ‘Minimal Mathematics Strategy’ with more emphasis on understanding the basics of machine learning
  • Has ‘Comprehensive Coverage’ of all topics that are relevant to machine learning with 100+ figures and Python codes
  • Provides ‘Simple Explanation’ to topics such as clustering, support vector machines, genetic algorithms, artificial neural networks, ensemble learning, and deep learning
  • Contains ‘Appendices’ that discuss the basics of Python and Python packages such as NumPy, Pandas, Scikit-learn, Matplotlib, SciPy, and Keras
  • Includes a ‘Laboratory Manual’ with examples illustrated through Python and its packages
  • Comes with ‘Useful Pedagogical Features’ such as Crossword and Word Search

Product description

About the Author

Dr S. Sridhar is Professor at the Department of Information Science and Technology, College of Engineering, Guindy Campus, Anna University, Chennai. Dr M. Vijayalakshmi is Associate Professor at the Department of Information Science and Technology, College of Engineering, Guindy Campus, Anna University, Chennai.

Product details

  • Publisher ‏ : ‎ Oxford University Press; 1st edition (1 June 2021)
  • Language ‏ : ‎ English
  • Paperback ‏ : ‎ 496 pages
  • ISBN-10 ‏ : ‎ 0190127279
  • ISBN-13 ‏ : ‎ 978-0190127275
  • Item Weight ‏ : ‎ 660 g
  • Dimensions ‏ : ‎ 24 x 18 x 1 cm
  • Generic Name ‏ : ‎ book
  • Customer Reviews:
    4.3 out of 5 stars 24 ratings

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4.3 out of 5 stars
4.3 out of 5
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