000			01856nam a2200241Ia 4500
003			NULRC
005			20250520102826.0
008			250520s9999 xx 000 0 und d
020			_a9781118889060
040			_cNULRC
050			_aQ 325.5 .B45 2015
100			_aBell, Jason. _eauthor
245		0	_aMachine learning : _bhands-on for developers and technical professionals / _cJason Bell
260			_aIndianapolis, Indiana : _bWiley, _cc2015
300			_axxiv, 380 pages : _billustrations ; _c24 cm.
365			_bUSD33.5
504			_aIncludes bibliographical references and index.
505			_aWhat is machine learning? -- Planning machine learning -- Working with decision trees -- Bayesian networks -- Artificial neural networks -- Association rules learning -- Support vector machines -- Clustering -- Machine learning in real time with Spring XD -- Maching learning as a batch process -- Apache Spark -- Machine learning with R.
520			_aThis book provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. It contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. It is an accessible, comprehensive guide for the non-mathematician, providing clear guidance that allows readers to: learn the languages of machine learning including Hadoop, Mahout, and Weka; understand decision trees, Bayesian networks, and artificial neural networks; implement association rule, real time, and batch learning; develop a strategic plan for safe, effective, and efficient machine learning. -- Edited summary
650			_aMACHINE LEARNING
700			_aBell, Jason _eco-author
942			_2lcc _cBK
999			_c16272 _d16272