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A Guide to Applied Machine Learning for Biologists

A Guide to Applied Machine Learning for Biologists

A Guide to Applied Machine Learning for Biologists
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A Guide to Applied Machine Learning for Biologists Hardback - 2023

by Mohammad "Sufian" Badar

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Details

  • Title A Guide to Applied Machine Learning for Biologists
  • Author Mohammad "Sufian" Badar
  • Binding Hardback
  • Condition New
  • Pages 262
  • Volumes 1
  • Language ENG
  • Publisher Springer
  • Publication date 2023-06-22
  • Illustrated Yes
  • Features Illustrated
  • Bookseller's Inventory # 45256076-n
  • ISBN 9783031222054 / 3031222059
  • Weight 1.25 lbs (0.57 kg)
  • Dimensions 9.21 x 6.14 x 0.69 in (23.39 x 15.60 x 1.75 cm)
  • Category Science
  • Quantity available 1

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Reader reviews for A Guide to Applied Machine Learning for Biologists

From the rear cover

This textbook is an introductory guide to applied machine learning, specifically for biology students. It familiarizes biology students with the basics of modern computer science and mathematics and emphasizes the real-world applications of these subjects. The chapters give an overview of computer systems and programming languages to establish a basic understanding of the important concepts in computer systems. Readers are introduced to machine learning and artificial intelligence in the field of bioinformatics, connecting these applications to systems biology, biological data analysis and predictions, and healthcare diagnosis and treatment.

This book offers a necessary foundation for more advanced computer-based technologies used in biology, employing case studies, real-world issues, and various examples to guide the reader from the basic prerequisites to machine learning and its applications.

About the author

Mohammad Sufian Badar has an MS in Molecular Science & Nanotechnology, and PhD in Engineering from Louisiana Tech University, Ruston, LA, USA, and was Senior Teaching Faculty (equivalent to Associate Professor) in the Department of Bioengineering at the University of California in Riverside, California, USA. Dr. Sufian was born and raised in Nazra, Madhubani, Bihar, India.
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