Machine Learning for Biomedical Applications : With Scikit-Learn and Pytorch

Machine Learning for Biomedical Applications : With Scikit-Learn and Pytorch

PAPERBACK

13 Sep, 2023

Machine Learning for Biomedical Applications: With Scikit-Learn and PyTorch presents machine learning techniques most commonly used in a biomedical setting ...

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ISBN-10:

0128229047

ISBN-13:

9780128229040

Publisher

Elsevier Science

Dimensions

9.20 X 7.40 X 0.60 inches

Language

English

Description

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.

Product Details

ISBN-10

:0128229047

ISBN-13

:9780128229040

Publisher

:Elsevier Science

Publication date

: 13 Sep, 2023

Category

: Computer & Internet

Format

:PAPERBACK

Language

:English

Reading Level

: All

Dimension

: 9.20 X 7.40 X 0.60 inches

Weight

:617 g

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