G-113-2-9961182-Artificial Intelligence: An Introduction and Medical Applications
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Course Introduction
Course Plan
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Introduction to artificial intelligence (AI)
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Python Learning Materials
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Final exam
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Current status of AI in medical applications
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Introduction to machine learning
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Generative AI - 1
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Generative AI - 2
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Hands-on Case Study - EDA
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Hands-on Case Study - EDA 案例實作
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Machine learning: Types and related algorithms
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Hands-on Case Study - MLP 案例實作
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Introduction to convolutional neural networks (CNN)
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Introduction to convolutional neural networks (CNN, Cont.)
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Supervised learning - Classification
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What medical fields suited for AI and some case studies
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Ch_二元分類_課程錄影
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Supervised learning - Regression
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Unsupervised learning - Clustering
Teacher / 呂怡緯
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