Machine Learning in Biological Sciences is popular PDF and ePub book, written by Shyamasree Ghosh in 2022-05-04, it is a fantastic choice for those who relish reading online the Medical genre. Let's immerse ourselves in this engaging Medical book by exploring the summary and details provided below. Remember, Machine Learning in Biological Sciences can be Read Online from any device for your convenience.
Machine Learning in Biological Sciences Book PDF Summary
This book gives an overview of applications of Machine Learning (ML) in diverse fields of biological sciences, including healthcare, animal sciences, agriculture, and plant sciences. Machine learning has major applications in process modelling, computer vision, signal processing, speech recognition, and language understanding and processing and life, and health sciences. It is increasingly used in understanding DNA patterns and in precision medicine. This book is divided into eight major sections, each containing chapters that describe the application of ML in a certain field. The book begins by giving an introduction to ML and the various ML methods. It then covers interesting and timely aspects such as applications in genetics, cell biology, the study of plant-pathogen interactions, and animal behavior. The book discusses computational methods for toxicity prediction of environmental chemicals and drugs, which forms a major domain of research in the field of biology. It is of relevance to post-graduate students and researchers interested in exploring the interdisciplinary areas of use of machine learning and deep learning in life sciences.
Detail Book of Machine Learning in Biological Sciences PDF
- Author : Shyamasree Ghosh
- Release : 04 May 2022
- Publisher : Springer Nature
- ISBN : 9789811688812
- Genre : Medical
- Total Page : 337 pages
- Language : English
- PDF File Size : 12,7 Mb
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