台灣生物資訊與系統生物學會活動平台 - Hands-On AI Applications for Resistance Prediction and Drug Discovery with Diverse Data

Hands-On AI Applications for Resistance Prediction and Drug Discovery with Diverse Data

課程時間：2025年02月12日 13:30 至 2025年02月12日 16:30

課程地點：線上課程

講師名稱：鍾佳儒

領域：生物與醫學大數據分析、病原菌抗藥性分析與預測、抗菌藥物開發、多體學數據分析、資料科學

講師經歷：
Education:
Ph.D. in Computer Science | National Central University
M.S. in Statistics | National Central University
B.S. in Mathematics | National Central University

Professional Experience:
Assistant Professor | Department of Computer Science & Engineering | National Central University
Postdoctoral Researcher | The Chinese University of Hong Kong
Postdoctoral Researcher | National Central University

課程人數上限：無會員：300 元非會員：500 元參加活動

課程主要目標：

This hands-on course provides participants with practical AI skills for resistance prediction and drug discovery using diverse biological data, bridging foundational techniques with advanced applications to address key challenges in bioinformatics.

課程大綱：

1. Foundational Data Analysis Techniques
2. AI for Antibiotic Resistance Prediction
3. AI-Driven Drug Discovery
4. Integrating Diverse Data for Enhanced Discoveries

課前準備：

This workshop will utilize both R and Python for data analysis and AI applications. Participants are encouraged to familiarize themselves with basic commands in these languages to maximize their learning experience.