Machine Learning for Biomedical Applications - With Scikit-Learn and PyTorch (Paperback)

Machine Learning for Biomedical Applications: With Scikit-Learn and PyTorch presents machine learning techniques most commonly used in a biomedical setting. Avoiding a theoretical perspective, it provides a practical and interactive way of learning where concepts are presented in short descriptions followed by simple examples using biomedical data. Interactive Python notebooks are provided with each chapter to complement the text and aid understanding. Sections cover uses in biomedical applications, practical Python coding skills, mathematical tools that underpin the field, core machine learning methods, deep learning concepts with examples in Keras, and much more. This accessible and interactive introduction to machine learning and data analysis skills is suitable for undergraduates and postgraduates in biomedical engineering, computer science, the biomedical sciences and clinicians.

General

Imprint:	Academic Press Inc
Country of origin:	United States
Release date:	September 2023
First published:	2024
Authors:	Maria Deprez • Emma C. Robinson
Dimensions:	235 x 191mm (L x W)
Format:	Paperback
Pages:	326
ISBN-13:	978-0-12-822904-0
Categories:	Books
LSN:	0-12-822904-7
Barcode:	9780128229040

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