WithawiderangeofexcitingtoolsandlibrariessuchasGoogleBigQuery,GoogleCloudDataflow,andGoogleCloudDataproc,GoogleCloudPlatform(GCP)enablesefficientbigdataprocessingandthedevelopmentofsmartAImodelsonthecloud.ThisGCPbookwillguideyouinusingthesetoolstobuildyourAI-poweredapplicationswitheaseandmanagingthousandsofAIimplementationsonthecloudtohelpsaveyoutime.StartingwithabriefoverviewofCloudAIandGCPfeatures,you'lllearnhowtodealwithlargevolumesofdatausingauto-scalingfeatures.You'llthenimplementCloudAutoMLtodemonstratetheuseofstreamingcomponentsforperformingdataanalyticsandunderstandhowDialogflowcanbeusedtocreateaconversationalinterface.Asyouadvance,you'llbeabletoscaleoutandspeedupAIandpredictiveapplicationsusingTensorFlow.You'llalsoleverageGCPtotrainandoptimizedeeplearningmodels,runmachinelearningalgorithms,andperformcomplexGPUcomputationsusingTPUs.Finally,you'llbuildanddeployAIapplicationstoproductionwiththehelpofanend-to-endusecase.Bytheendofthisbook,you'llhavelearnedhowtodesignandrunexperimentsandbeabletodiscoverinnovativesolutionswithoutworryingaboutinfrastructure,resources,andcomputingpower.