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Introduction to Machine Learning and Bioinformatics

About Introduction to Machine Learning and Bioinformatics

Examining the connections between these two increasingly intertwined areas, this text presents a unifying, thorough, and accessible introduction to the basic ideas and latest developments in machine learning and bioinformatics. It describes the major problems in bioinformatics and the concepts and algorithms of machine learning. The authors demonstrate the capabilities of key machine learning techniques, such as hidden Markov models and artificial neural networks, and apply state-of-the-art techniques to bioinformatics problems in structural biology, cancer treatment, and proteomics. They also include exercises at the end of some chapters and offer instructional materials on their website.

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  • Language:
  • English
  • ISBN:
  • 9780367387235
  • Binding:
  • Paperback
  • Pages:
  • 384
  • Published:
  • September 18, 2019
  • Dimensions:
  • 156x234x0 mm.
  • Weight:
  • 453 g.
Delivery: 1-2 weeks
Expected delivery: November 20, 2024

Description of Introduction to Machine Learning and Bioinformatics

Examining the connections between these two increasingly intertwined areas, this text presents a unifying, thorough, and accessible introduction to the basic ideas and latest developments in machine learning and bioinformatics. It describes the major problems in bioinformatics and the concepts and algorithms of machine learning. The authors demonstrate the capabilities of key machine learning techniques, such as hidden Markov models and artificial neural networks, and apply state-of-the-art techniques to bioinformatics problems in structural biology, cancer treatment, and proteomics. They also include exercises at the end of some chapters and offer instructional materials on their website.

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