A Guide to Applied Machine Learning for Biologists [E-Book] / edited by Mohammad "Sufian" Badar.
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 s...
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Personal Name(s): | Badar, Mohammad "Sufian", editor |
Edition: |
1st edition 2023. |
Imprint: |
Cham :
Springer,
2023
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Physical Description: |
XIV, 262 pages 65 illustrations, 61 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783031222061 |
DOI: |
10.1007/978-3-031-22206-1 |
Subject (LOC): |
- Basics of Modern Computer Systems (Unix/Linux Centric)
- The Python Programming Language ( A tool to enter the world of Machine Learning)
- Basic Math
- Introduction to the World of Bioinformatics
- Introduction to Artificial Intelligence & ML
- Fundamentals of ML
- Applications in the field of Bioinformatics
- Case Studies and a Minor Project
- Future Prospects
- Further Readings.