Data Mining and Machine Learning

This textbook for senior undergraduate and graduate students offers comprehensive coverage, an algorithmic perspective, and a wealth of examples in exploratory data analysis, pattern mining, clustering, and classification. New to this second edition are several chapters on regression, including neural networks and deep learning.

Acest manual pentru studenti de licenta si absolventi ofera o acoperire cuprinzatoare, o perspectiva algoritmica si o multime de exemple in analiza exploratorie a datelor, extragerea modelelor, gruparea si clasificarea. Noutati pentru aceasta a doua editie sunt cateva capitole despre regresie, inclusiv retele neuronale si invatarea profunda.