text_combined: david weininger ugsmitedu thought readers uncertainty ai list might interested book information please visit httpmitpressmitedu0262012111 introduction machine learning ethem alpaydin goal machine learning program computers use example data past experience solve given problem many successful applications machine learning exist already including systems analyze past sales data predict customer behavior recognize faces spoken speech optimize robot behavior task completed using minimum resources extract knowledge bioinformatics data introduction machine learning comprehensive textbook subject covering broad array topics usually included introductory machine learning texts discusses many methods based different fields including statistics pattern recognition neural networks artificial intelligence signal processing control data mining order present unified treatment machine learning problems solutions learning algorithms explained student easily move equations book computer program book used advanced undergraduates graduate students completed courses computer programming probability calculus linear algebra also interest engineers field concerned application machine learning methods introduction defines machine learning gives examples machine learning applications book covers supervised learning bayesian decision theory parametric methods multivariate methods dimensionality reduction clustering nonparametric methods decision trees linear discrimination multilayer perceptrons local models hidden markov models assessing comparing classification algorithms combining multiple learners reinforcement learning detailed table contents available httpwwwcmpebounedutrethemi2ml ethem alpaydin professor department computer engineering bogaziçi university istanbul october 2004 7 x 9 400 pp 135 illus cloth isbn 0262012111 adaptive computation machine learning series ______________________ david weininger associate publicist mit press 5 cambridge center 4th floor cambridge 02142 617 253 2079 617 253 1709 fax httpmitpressmitedu tue 05 aug 2008 185448 0700 uai book announcementalpaydin introduction machine learning