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Hands-On Deep Learning with Go
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GoisanopensourceprogramminglanguagedesignedbyGoogleforhandlinglarge-scaleprojectsefficiently.TheGoecosystemcomprisessomereallypowerfuldeeplearningtoolssuchasDQNandCUDA.Withthisbook,you'llbeabletousethesetoolstotrainanddeployscalabledeeplearningmodelsfromscratch.ThisdeeplearningbookbeginsbyintroducingyoutoavarietyoftoolsandlibrariesavailableinGo.Itthentakesyouthroughbuildingneuralnetworks,includingactivationfunctionsandthelearningalgorithmsthatmakeneuralnetworkstick.Inadditiontothis,you'lllearnhowtobuildadvancedarchitecturessuchasautoencoders,restrictedBoltzmannmachines(RBMs),convolutionalneuralnetworks(CNNs),recurrentneuralnetworks(RNNs),andmore.You'llalsounderstandhowyoucanscalemodeldeploymentsontheAWScloudinfrastructurefortrainingandinference.Bytheendofthisbook,you'llhavemasteredtheartofbuilding,training,anddeployingdeeplearningmodelsinGotosolvereal-worldproblems.