| 週次 | 教學內容與作業進度 | 教學方式 | 備註 | 各週遠距上課網址( 按我進TronClass課程目錄 ) |
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第1週
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Introduction to AI
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網路教學
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第2週
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TensorFlow API installation
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網路教學
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第3週
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Artificial Neural Networks Python programming
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網路教學
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第4週
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Neural Networks structure and operations
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面授
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第5週
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Joint detection
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面授
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第6週
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Open Pose Architecture
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面授
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第7週
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Open Pose Estimation
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面授
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第8週
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AI Pose Estimation with Gym Tracker Project
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面授
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第9週
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Mid-term (project presentation)
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面授
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第10週
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Introduction to Bio-medical Signal(electroencephalogram, EEG; Electromyogram, EMG; electrocardiogram, ECG, etc..) and its application
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面授
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第11週
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The basic signal acquisition system for Bio-medical Signal and its signal processing.
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面授
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第12週
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The arrhythmia heartbeat detection based on Deep learning.
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面授
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第13週
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The arrhythmia heartbeat detection based on Deep learning.
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面授
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第14週
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Building the custom dataset and its loader for 1-D bio-signal in Tensorflow.
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面授
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第15週
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The data compression for ECG based on denoising Autoencoder.
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面授
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第16週
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The noise reduction for ECG based on denoising Autoencoder.
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面授
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第17週
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The noise reduction for ECG based on denoising Autoencoder.
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面授
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第18週
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term project (project presentation)
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面授
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