1111_Artificial intelligent and machine learning_309238
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Course Intro
Course Resources
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Chapter1_Introduction
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Syllabus
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[錄] 09160910
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HW_1
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Chapter2_Quick Python Review
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[錄] 09230908
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Chapter3_Fundamentals of machine learning
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[錄] 09300907
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[錄] 10070912
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Chapter4_Classification
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[錄] 10140910
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[錄] 10210908
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課程錄影_MicrosoftTeams_10212022
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RedWineQuality-Dataset
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HW_2
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Chapter4_Supplementary_Materials
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課程錄影_MicrosoftTeams_10282022
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RedWineQuality
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FaceRecognition
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[錄] 10280909
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111-1期中考題型與注意事項
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[錄] 11040911
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課程錄影_MicrosoftTeams_11042022
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HW_1_參考解答
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HW_2_參考解答
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Ch5_BostonHousePrice
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Ch5_PolyNonlinearRegression
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HousePrice
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Chapter5_Regression
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期末競賽與期末考時程變更
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課程錄影_MicrosoftTeams_11182022
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[錄] 11180910
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Chapter5_Regression_Note_11252022
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課程錄影_MicrosoftTeams_11252022
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[錄] 11250911
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HW_3
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Chapter6_Fundamentals of Deep Learning (Part 1)
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Ch6_Perceptron
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迴歸類實作練習
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課程錄影_MicrosoftTeams_12022022
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[錄] 12020915
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AI人工智慧期末競賽規則
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[錄] 12090913
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課程錄影_MicrosoftTeams_12092022_PartI
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課程錄影_MicrosoftTeams_12092022_PartII
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Chapter6_Fundamentals of Deep Learning (Part 2)
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課程錄影_MicrosoftTeams_12162022
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Chapter6_Fundamentals of Deep Learning (Part 1)_Note2
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Chapter6_Fundamentals of Deep Learning (Part 2)_Note1
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[錄] 12160914
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Ch6_NNs_Keras
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Chapter6_Fundamentals of Deep Learning (Part 3)
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Chapter6_Fundamentals of Deep Learning (Part 2)_Note2
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Chapter6_Fundamentals of Deep Learning (Part 3)_Note
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課程錄影_MicrosoftTeams_12232022
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[錄] 12230913
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Chapter6_Fundamentals of Deep Learning (修正與補充教材)
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Chapter7_Deep Learning for Computer Vision (I)
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111-1期末考(1月6號)題型與注意事項
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課程錄影_MicrosoftTeams_12302022
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Chapter7_Deep Learning for Computer Vision (I)_Note
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[錄] 12300916
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Ch7_CNNs_MNIST
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Chapter7_Deep Learning for Computer Vision (II)
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期末補課(錄影)
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Chap7_Dog_Cat
Teacher / 林正釧
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