G-112-2-9961183-Artificial Intelligence: An Introduction and Medical Applications
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Course Period:Now ~ Any Time
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Course Introduction

Course Plan

  • Introduction to artificial intelligence (AI)
  • Python Learning Materials
  • Final exam
  • Current status of AI in medical applications
  • Introduction to machine learning
  • Generative AI - 1
  • Generative AI - 2
  • Hands-on Case Study - EDA
  • Hands-on Case Study - EDA 案例實作
  • Machine learning: Types and related algorithms
  • Hands-on Case Study - MLP 案例實作
  • Introduction to convolutional neural networks (CNN)
  • Introduction to convolutional neural networks (CNN, Cont.)
  • Supervised learning - Classification
  • What medical fields suited for AI and some case studies
  • Supervised learning - Regression
  • Unsupervised learning - Clustering
Teacher / 呂怡緯

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