1141_人工智慧_352019
报名期间：从 即日起 到 无限期
上课期间：从 即日起 到 无限期
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课程介绍
课程资源
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Syllabus_人工智慧
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Chapter1_Introduction
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Python課程講義
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Chapter2_Quick Python Review
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[錄] 09150908
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Chapter2_Quick Python Review[Note]
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課程錄影20250915
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HW_1
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Chapter3_Fundamentals of Machine Learning
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[錄] 09220909
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Chapter3_Fundamentals of Machine Learning[Note0922]
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課程錄影20250922
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Ch3_Iris
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[錄] 10130908
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Chapter3_Fundamentals of Machine Learning[Note1013]
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課程錄影20251013
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Ch4_RedWineQuality
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RedWineQuality-Dataset
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Chapter4_Classification
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Chapter4_Classification[Note1020]
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課程錄影20251020
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[錄] 10200908
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HW_2
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114-1期中考題型與注意事項
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[錄] 10270910
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Chapter4_Classification[Note1027]
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課程錄影20251027
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Ch5_BostonHousePrice
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Ch5_BostonHousePrice2
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Chapter5_Regression
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Machine_Fault_Detection
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Machine_Fault_Detection_Code
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[錄] 11100908
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Chapter5_Regression[Note1110]
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課程錄影20251110
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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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WindTurbinePower
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Ch5_WindTurbinePower
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[錄] 11170909
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[錄] 11170910
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Chapter5_Regression[Note1117]
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課程錄影20251117
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Chapter6_Fundamentals of Deep Learning[Note1124]
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課程錄影20251124
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114-1期末Kaggle競賽規則
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HW_3
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課程錄影20251201
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Chapter6_Fundamentals of Deep Learning[Note1201]
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Chap7_Dog_Cat
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Chapter7_Deep Learning for Computer Vision
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Ch6_Fashion_MNIST
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Chapter6_Fundamentals of Deep Learning[Note1208]
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Chapter7_Deep Learning for Computer Vision[Note1208]
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課程錄影20251208
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HW4 鐵軌瑕疵檢測
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Chapter8_Natural Language Processing
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Chapter7_Deep Learning for Computer Vision[Note1215]
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Chapter8_Natural Language Processing[Note1215]
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課程錄影20251215
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[錄] 12150909
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Chapter9_Introduction to Generative AI
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114-1期末考題型與注意事項
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Chapter8_Natural Language Processing[Note1222]
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Chapter9_Introduction to Generative AI[Note1222]
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課程錄影20251222
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[錄] 12220909
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[錄] 01050915
教师 / 林正釧
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