- Titulinis
- Dalykinė ir mokslinė literatūra
- Machine Learning for Biomedical Applications
Machine Learning for Biomedical Applications
ISBN: 9780128229040
Autorius : Emma C. Robinson
Leidimo metai: 2023
Leidėjas: Academic Press
Leidinio kalba: Anglų
Formatas: Minkšti viršeliai
Formatas: 9.25×7.5
Autorius : Emma C. Robinson
Leidimo metai: 2023
Leidėjas: Academic Press
Leidinio kalba: Anglų
Formatas: Minkšti viršeliai
Formatas: 9.25×7.5
Aprašymas
<i>Machine Learning for Biomedical Applications: With Scikit-Learn and PyTorch</i> 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. <br><br>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.
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