deep-learning-coursera-complete

我要开发同款
匿名用户2021年11月11日
32阅读
开发技术Python
所属分类人工智能、机器学习/深度学习
授权协议Readme

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DeepLearningSpecializationonCoursera

Instructor:AndrewNg

JustcompletedDeepLearningSpecializationonCoursera,usingthisrepotokeeparecordofallmycompletedcourseworkandrelatedfiles.IwillstartwritinguponeachtopicwithadditionallinksIhavebeenlearningfrom.

PleaseobservetheCourserahonourcode.

Currently,thesearenotstandaloneJupyterNotebook,IwilltrytoaddsomeofthedependenciesbacklaterasItidyupthewholeset.Iwillfixbrokenimagestoo.

Iwillalsoaddquizanswerseventuallytoo.

RunningyourownJupyterNotebookonline(freefor2months)

UseOne-click"MachineLearningandAI"imageonDigitalOceantoplayaroundwithPythonusingJupyterNotebook.Usemyreferrallinkandreceive$10increditimmediatelyasnewuser,enoughtorunasmall1GB-RAM25GB-SSDserverfor2months,$5amonthafter.Letmeknowifyouneedhelpwiththesetup.https://m.do.co/t/b298d6966c0cIgetsomefreecredit(notcash)torunmyserverthereifyousignupusingthelink.

CourseVideoonYouTube

Deeplearning.aiYouTubeChannel

Course1-NeuralNetworksandDeepLearning

Course2-ImprovingDeepNeuralNetworksHyperparametertuning,RegularizationandOptimization

Course3-StructuringMachineLearningProjects

Course4-ConvolutionalNeuralNetworks

Course5-SequenceModels

IfyouareinmainlandChinaorcan'taccessYouTube,cantrytowatchthevideosonNetEase网易云课堂.

BeyondDeepLearningSpecializationAwesomePythonMachineLearningIhaveaddedalonglistofPythonframeworks,libraries,softwareandresourcesforMachineLearning.Inspired/Forkedfromawesome-python,awesome-machine-learning.
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