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INTRODUCTION TO MACHINE LEARNING

By: Nils J Nilsso

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Learning like intelligence covers such a broad range of processes that it is dicult to dene precisely A dictionary denition includes phrases such as to gain knowledge or understanding of or skill in by study instruction or experience and modication of a behavioral tendency by experience Zoologists and psychologists study learning in animals and humans In this book we focus on learning in machines There are several parallels between animal and machine learning Certainly many techniques in ma chine learning derive from the eorts of psychologists to make more precise their theories of animal and human learning through computational mod els It seems likely also that the concepts and techniques being explored by researchers in machine ...