"This textbook is a well-rounded, rigorous, and informative work presenting the mathematics behind modern machine l
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The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however, ML has also been described as a bl
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The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a bla
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The emphasis of the book is on the question of Why only if why an algorithm is successful is understood, can it be pro
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Fundamentals of Pattern Recognition and Machine Learning is designed for a one or two-semester introductory course in Pa
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Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, thes
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The recent rapid growth in the variety and complexity of new machine learning architectures requires the development of
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