Principles of Machine Learning (eBook, PDF)
Wenmin Wang
eBook, PDF

Principles of Machine Learning (eBook, PDF)

The Three Perspectives

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Conducting an in-depth analysis of machine learning, this book proposes three perspectives for studying machine learning: the learning frameworks, learning paradigms, and learning tasks. With this categorization, the learning frameworks reside within the theoretical perspective, the learning paradigms pertain to the methodological perspective, and the learning tasks are situated within the problematic perspective. Throughout the book, a systematic explication of machine learning principles from these three perspectives is provided, interspersed with some examples.The book is structured into fo...

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