Book_李宏毅老師機器學習課程筆記 - HackMD

Book_李宏毅老師機器學習課程筆記###### tags: `book` 台大李宏毅老師機器學習課程筆記[課程撥放清單](https://www.youtube.com/channel/U. #Book_李宏毅老師機器學習課程筆記 ######tags:`book` 台大李宏毅老師機器學習課程筆記 [課程撥放清單](https://www.youtube.com/channel/UC2ggjtuuWvxrHHHiaDH1dlQ/playlists) 課程筆記 --- -[ML_Lecture_0_IntroductionofMachineLearning](https://hackmd.io/s/HyKhr5sRz) -[ML_Lecture1:Regression-CaseStudy](https://hackmd.io/s/HJU9aUY7Q) -[ML_Lecture2:Wheredoestheerrorcomefrom?](https://hackmd.io/s/SkkVG-3mm) -[ML_Lecture3:GradientDescent](https://hackmd.io/s/SJQAF5fNm) -[ML_Lecture4:Classification](https://hackmd.io/s/ryHI_Q6VX) -[ML_Lecture5:LogisticRegression](https://hackmd.io/s/SJL1-hvBX) -[MLLecture6:BriefIntroductionofDeepLearning](https://hackmd.io/s/HJcJ6yZL7) -[MLLecture7:Backpropagation](https://hackmd.io/s/r1cqatmI7) -[MLLecture8:Keras](https://hackmd.io/s/HyyEoujUQ) -[MLLecture9:tipforDeeplearning](https://hackmd.io/s/HyqabMGwX) -[MLLecture10:ConvolutionalNeuralNetwork](https://hackmd.io/s/ryorI7D_Q) -[MLLecture11:WhyDeep?](https://hackmd.io/s/S1q8nAFt7) -[MLLecture12:Semi-supervised](https://hackmd.io/s/SJahWN49m) -[MLLecture13:UnsupervisedLearning-LinearMethods](https://hackmd.io/s/B1e4z59o7) -[MLLecture14:UnsupervisedLearning-WordEmbedding](https://hackmd.io/s/r1iKfZu2Q) -[MLLecture15:UnsupervisedLearning-NeighborEmbedding](https://hackmd.io/s/HJxPwrIp7) -[MLLecture16:UnsupervisedLearning-Auto-encoder](https://hackmd.io/s/r1wmstiTX) -[MLLecture17:UnsupervisedLearning-DeepGenerativeModel(PartI)](https://hackmd.io/s/Hyl2f_mCm) -[MLLecture18:UnsupervisedLearning-DeepGenerativeModel(PartII)](https://hackmd.io/s/SJIBK8s0m) -[MLLecture19:TransferLearning](https://hackmd.io/s/BJKNpmoJN) -[MLLecture20:SupportVectorMachine(SVM)](https://hackmd.io/s/B1zzzspxE) -[MLLecture21-1:RecurrentNeuralNetwork(PartI)](https://hackmd.io/s/BJ14sUSzN) -[MLLecture21-2:RecurrentNeuralNetwork(PartII)](https://hackmd.io/s/Bkbr30QXV) -[MLLecture22:Ensemble](https://hackmd.io/s/HJ5IdDoSE) -[MLLecture23-1:DeepReinforcementLearning](https://hackmd.io/s/By4AiVywN) -[MLLecture23-2:PolicyGradient(SupplementaryExplanation)](https://hackmd.io/s/S1Lw0m7wN) -[MLLecture23-3:ReinforcementLearning(includingQ-learning)](https://hackmd.io/s/BJjWytEDV) {} Expandmenu