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Deep Learning with Microsoft Cognitive Toolkit Quick Start Guide
CognitiveToolkitisaverypopularandrecentlyopensourceddeeplearningtoolkitbyMicrosoft.CognitiveToolkitisusedtotrainfastandeffectivedeeplearningmodels.ThisbookwillbeaquickintroductiontousingCognitiveToolkitandwillteachyouhowtotrainandvalidatedifferenttypesofneuralnetworks,suchasconvolutionalandrecurrentneuralnetworks.Thisbookwillhelpyouunderstandthebasicsofdeeplearning.YouwilllearnhowtouseMicrosoftCognitiveToolkittobuilddeeplearningmodelsanddiscoverwhatmakesthisframeworkuniquesothatyouknowwhentouseit.Thisbookwillbeaquick,no-nonsenseintroductiontothelibraryandwillteachyouhowtotraindifferenttypesofneuralnetworks,suchasconvolutionalneuralnetworks,recurrentneuralnetworks,autoencoders,andmore,usingCognitiveToolkit.Thenwewilllookattwoscenariosinwhichdeeplearningcanbeusedtoenhancehumancapabilities.Thebookwillalsodemonstratehowtoevaluateyourmodels'performancetoensureittrainsandrunssmoothlyandgivesyouthemostaccurateresults.Finally,youwillgetashortoverviewofhowCognitiveToolkitfitsintoaDevOpsenvironment.
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- Summary
- Deploying your model to production
- Running your first experiment
- Exploring the machine learning workspace
品牌:中圖公司
上架時間:2021-07-02 11:57:13
出版社:Packt Publishing
本書數字版權由中圖公司提供,并由其授權上海閱文信息技術有限公司制作發行