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Goistheperfectlanguageformachinelearning;ithelpstoclearlydescribecomplexalgorithms,andalsohelpsdeveloperstounderstandhowtorunefficientoptimizedcode.ThisbookwillteachyouhowtoimplementmachinelearninginGotomakeprogramsthatareeasytodeployandcodethatisnotonlyeasytounderstandanddebug,butalsotohaveitsperformancemeasured.ThebookbeginsbyguidingyouthroughsettingupyourmachinelearningenvironmentwithGolibrariesandcapabilities.Youwillthenplungeintoregressionanalysisofareal-lifehousepricingdatasetandbuildaclassificationmodelinGotoclassifyemailsasspamorham.UsingGonum,Gorgonia,andSTL,youwillexploretimeseriesanalysisalongwithdecompositionandcleanupyourpersonalTwittertimelinebyclusteringtweets.Inadditiontothis,youwilllearnhowtorecognizehandwritingusingneuralnetworksandconvolutionalneuralnetworks.Lastly,you'lllearnhowtochoosethemostappropriatemachinelearningalgorithmstouseforyourprojectswiththehelpofafacialdetectionproject.Bytheendofthisbook,youwillhavedevelopedasolidmachinelearningmindset,astrongholdonthepowerfulGotoolkit,andasoundunderstandingofthepracticalimplementationsofmachinelearningalgorithmsinreal-worldprojects.

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車輛動力總成電控系統標定技術

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Implementing Oracle API Platform Cloud Service

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Mastering Geospatial Analysis with Python

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Natural Language Processing and Computational Linguistics

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Ansible 2 Cloud Automation Cookbook

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Hands-On Linux for Architects

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Keras Reinforcement Learning Projects

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零起點學西門子變頻器應用

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機器人智能運動規劃技術

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Pig Design Patterns

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Hands-On Artificial Intelligence for IoT

Therearemanyapplicationsthatusedatascienceandanalyticstogaininsightsfromterabytesofdata.Theseapps,however,donotaddressthechallengeofcontinuallydiscoveringpatternsforIoTdata.InHands-OnArtificialIntelligenceforIoT,wecovervariousaspectsofartificialintelligence(AI)anditsimplementationtomakeyourIoTsolutionssmarter.ThisbookstartsbycoveringtheprocessofgatheringandpreprocessingIoTdatagatheredfromdistributedsources.YouwilllearndifferentAItechniquessuchasmachinelearning,deeplearning,reinforcementlearning,andnaturallanguageprocessingtobuildsmartIoTsystems.YouwillalsoleveragethepowerofAItohandlereal-timedatacomingfromwearabledevices.Asyouprogressthroughthebook,techniquesforbuildingmodelsthatworkwithdifferentkindsofdatageneratedandconsumedbyIoTdevicessuchastimeseries,images,andaudiowillbecovered.UsefulcasestudiesonfourmajorapplicationareasofIoTsolutionsareakeyfocalpointofthisbook.Intheconcludingchapters,youwillleveragethepowerofwidelyusedPythonlibraries,TensorFlowandKeras,tobuilddifferentkindsofsmartAImodels.Bytheendofthisbook,youwillbeabletobuildsmartAI-poweredIoTappswithconfidence.

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ETL with Azure Cookbook

ETLisoneofthemostcommonandtediousproceduresformovingandprocessingdatafromonedatabasetoanother.Withthehelpofthisbook,youwillbeabletospeeduptheprocessbydesigningeffectiveETLsolutionsusingtheAzureservicesavailableforhandlingandtransforminganydatatosuityourrequirements.Withthiscookbook,you’llbecomewellversedinallthefeaturesofSQLServerIntegrationServices(SSIS)toperformdatamigrationandETLtasksthatintegratewithAzure.You’lllearnhowtotransformdatainAzureandunderstandhowlegacysystemsperformETLon-premisesusingSSIS.LaterchapterswillgetyouuptospeedwithconnectingandretrievingdatafromSQLServer2019BigDataClusters,andevenshowyouhowtoextendandcustomizetheSSIStoolboxusingcustom-developedtasksandtransforms.ThisETLbookalsocontainspracticalrecipesformovingandtransformingdatawithAzureservices,suchasDataFactoryandAzureDatabricks,andletsyouexplorevariousoptionsformigratingSSISpackagestoAzure.Towardtheend,you’llfindouthowtoprofiledatainthecloudandautomateservicecreationwithBusinessIntelligenceMarkupLanguage(BIML).Bytheendofthisbook,you’llhavedevelopedtheskillsyouneedtocreateandautomateETLsolutionson-premisesaswellasinAzure.

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Nmap：Network Exploration and Security Auditing Cookbook（Second Edition）

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Learning Anime Studio

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Go Machine Learning Projects

車輛動力總成電控系統標定技術

Implementing Oracle API Platform Cloud Service

Mastering Geospatial Analysis with Python

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