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A Guide to Applied Machine Learning for Biologists
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A Guide to Applied Machine Learning for Biologists

2023 ed.

Book Details

Format Paperback / Softback
ISBN-10 3031222083
ISBN-13 9783031222085
Edition 2023 ed.
Publisher Springer International Publishing AG
Imprint Springer International Publishing AG
Country of Manufacture GB
Country of Publication GB
Publication Date Jun 22nd, 2024
Print length 262 Pages
Weight 438 grams
Dimensions 23.20 x 15.50 x 1.90 cms
Ksh 8,100.00
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This textbook is an introductory guide to applied machine learning, specifically for biology students.

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.

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