The Elements of Statistical Learning: Data Mining, Inference, and Prediction : with 200 Full-color Illustrations
Springer, 2001 - Artificial intelligence - 546 pages
During the past decade there has been an explosion in computation and information technology.; With it has come a vast amount of data in a variety of fields such as medicine, biology, finance, and marketing.; The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics.; Many of these tools have common underpinnings but are often expressed with different terminology.; This book describes the important ideas in these areas in a common conceptual framework.; While the approach is statistical, the emphasis is on concepts rather than mathematics.
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LibraryThing ReviewUser Review - plf515 - LibraryThing
Not an easy book, but a very good one. One of the most beautifully produced books I've seen. It covers a wide range of methods in statistics. Read full review