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Hands-On Serverless Deep Learning with TensorFlow and AWS Lambda
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Oneofthemainproblemswithdeeplearningmodelsisfindingtherightwaytodeploythemwithinthecompany'sITinfrastructure.Serverlessarchitecturechangestherulesofthegame—insteadofthinkingaboutclustermanagement,scalability,andqueryprocessing,itallowsustofocusspecificallyontrainingthemodel.Thisbookpreparesyoutouseyourowncustom-trainedmodelswithAWSLambdatoachieveasimplifiedserverlesscomputingapproachwithoutspendingmuchtimeandmoney.YouwilluseAWSServicestodeployTensorFlowmodelswithoutspendinghourstraininganddeployingthem.You'lllearntodeploywithserverlessinfrastructures,createAPIs,processpipelines,andmorewiththetipsincludedinthisbook.Bytheendofthebook,youwillhaveimplementedyourownprojectthatdemonstrateshowtouseAWSLambdaeffectivelysoastoserveyourTensorFlowmodelsinthebestpossibleway.
