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Java Deep Learning Cookbook
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Javaisoneofthemostwidelyusedprogramminglanguagesintheworld.Withthisbook,youwillseehowtoperformdeeplearningusingDeeplearning4j(DL4J)–themostpopularJavalibraryfortrainingneuralnetworksefficiently.ThisbookstartsbyshowingyouhowtoinstallandconfigureJavaandDL4Jonyoursystem.Youwillthengaininsightsintodeeplearningbasicsanduseyourknowledgetocreateadeepneuralnetworkforbinaryclassificationfromscratch.Asyouprogress,youwilldiscoverhowtobuildaconvolutionalneuralnetwork(CNN)inDL4J,andunderstandhowtoconstructnumericvectorsfromtext.Thisdeeplearningbookwillalsoguideyouthroughperforminganomalydetectiononunsuperviseddataandhelpyousetupneuralnetworksindistributedsystemseffectively.Inadditiontothis,youwilllearnhowtoimportmodelsfromKerasandchangetheconfigurationinapre-trainedDL4Jmodel.Finally,youwillexplorebenchmarkinginDL4Jandoptimizeneuralnetworksforoptimalresults.Bytheendofthisbook,youwillhaveaclearunderstandingofhowyoucanuseDL4JtobuildrobustdeeplearningapplicationsinJava.
