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.
CourseVideoonYouTubeDeeplearning.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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