1132_Artificial Intelligence_340027
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Course Intro
Course Resources
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Syllabus_人工智慧
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Chapter1_Introduction
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20250221課程錄影
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[錄] 02211310
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Chapter2_Quick Python Review
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[錄] 03071310
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20250307課程錄影
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Chapter3_Fundamentals of Machine Learning
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Ch3_Iris
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Chapter3_Fundamentals of Machine Learning[Note03142025]
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20250314課程錄影
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[錄] 03141310
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HW_1
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Chapter3_Fundamentals of Machine Learning[Note03212025]
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20250321課程錄影
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[錄] 03211309
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Chapter4_Classification
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[錄] 03281309
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Chapter4_Classification[Note03282025]
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20250328課程錄影
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Ch4_RedWineQuality
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RedWineQuality-Dataset
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HW_2
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113-2期中考題型與注意事項
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[錄] 04111311
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Chapter4_Classification[Note04112025]
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20250411課程錄影
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WindTurbinePower
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Ch5_BostonHousePrice2
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HousePrice
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Ch5_BostonHousePrice
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Chapter5_Regression
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Ch5_WindTurbinePower
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20250502課程錄影
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Chapter5_Regression[Note05022025]
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[錄] 05021309
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Ch6_Iris_NNs
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Ch6_NNs_Keras
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Ch6_Perceptron
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Chapter6_Fundamentals of Deep Learning
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HW_3
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Chapter6_Fundamentals of Deep Learning[Note05092025]
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20250509課程錄影
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[錄]+ 05091309
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分組名單
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113-2期末Kaggle競賽規則
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Chapter7_Deep Learning for Computer Vision
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Chap7_Dog_Cat
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作業4
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20250516課程錄影
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Chapter6_Fundamentals of Deep Learning[Note05162025]
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Chapter7_Deep Learning for Computer Vision[Note05162025]
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[錄]6 05161310
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Chapter8_Natural Language Processing
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[錄] 05231311
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20250523課程錄影
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Chapter9_Introduction to Generative AI
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113-2期末考題型與注意事項
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20250606課程錄影
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[錄] 06061321
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[錄] 06201601
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20250620課程錄影
Teacher / 林正釧
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