LEADER 02509nam 2200457 450 001 9910155158803321 005 20170106100728.0 010 $a1-4919-6455-3 010 $a1-4919-6459-6 035 $a(CKB)3710000000964655 035 $a(MiAaPQ)EBC4758070 035 $a(WaSeSS)IndRDA00091547 035 $a(CaSebORM)9781491964590 035 $a(EXLCZ)993710000000964655 100 $a20161216h20172017 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $2rdacontent 182 $2rdamedia 183 $2rdacarrier 200 10$aPractical machine learning with H2o $epowerful, scalable techniques for deep learning and ai /$fDarren Cook 205 $aFirst edition. 210 1$aBeijing, [China] :$cO'Reilly,$d2017. 210 4$dİ2017 215 $a1 online resource (300 pages) $cillustrations 300 $aIncludes index. 311 $a1-4919-6460-X 311 $a1-4919-6457-X 330 $aMachine learning has finally come of age. With H2O software, you can perform machine learning and data analysis using a simple open source framework that?s easy to use, has a wide range of OS and language support, and scales for big data. This hands-on guide teaches you how to use H20 with only minimal math and theory behind the learning algorithms. If you?re familiar with R or Python, know a bit of statistics, and have some experience manipulating data, author Darren Cook will take you through H2O basics and help you conduct machine-learning experiments on different sample data sets. You?ll explore several modern machine-learning techniques such as deep learning, random forests, unsupervised learning, and ensemble learning. Learn how to import, manipulate, and export data with H2O Explore key machine-learning concepts, such as cross-validation and validation data sets Work with three diverse data sets, including a regression, a multinomial classification, and a binomial classification Use H2O to analyze each sample data set with four supervised machine-learning algorithms Understand how cluster analysis and other unsupervised machine-learning algorithms work 517 3 $aMachine learning with H2O 606 $aMachine learning$xDevelopment 615 0$aMachine learning$xDevelopment. 676 $a006.31 700 $aCook$b Darren$01213667 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910155158803321 996 $aPractical machine learning with H2o$92802880 997 $aUNINA