Fundamental Mathematical Concepts for Machine Learning in Science (eBook, PDF)

Fundamental Mathematical Concepts for Machine Learning in Science (eBook, PDF)

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This book is for individuals with a scientific background who aspire to apply machine learning within various natural science disciplines-such as physics, chemistry, biology, medicine, psychology and many more. It elucidates core mathematical concepts in an accessible and straightforward manner, maintaining rigorous mathematical integrity. For readers more versed in mathematics, the book includes advanced sections that are not prerequisites for the initial reading. It ensures concepts are clearly defined and theorems are proven where it's pertinent. Machine learning transcends the mere impleme...

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