教學乃是以以投影片講義之方式，摘錄出生物資訊學中常見之原理與常用之應用開發工具，以利學生在短時間內得以入門並能順利上手為原則。除此之外，並配合精準醫學與大數據資料庫等相關技術，以及對深度學習的淺介。
This teaching course is based on the use of slides as a handout to excerpt the common principles and
commonly used application development tools in bioinformatics so that students can get started in a
short period of time and can successfully use the principle. In addition, related technologies such as
precision medicine and big data database, as well as brief introduction to deep learning technology.
先修科目Prerequisites
教學方式Teaching Methods
同步教學(使用虛擬教室如：Moodle同步教室、Google Meet、Microsoft Classroom等)
Synchronous Online Learning
非同步教學(主要提供線上影音教材，透過線上教學平台進行作業及討論)
Asynchronous Online Learning
講課
Lecturing
學生實作
Student hands-on practice
業師協同教學
Teaching collaborated with industry
評量方式Assessment
平時成績(30%) 期中成績(30%) 期末成績(40%)
參考書目Reference
Andreas D. et al., (2005). Bioinformatics . Wiley. (ISBN:0-471-47878-4)
教學進度Course Schedule
2024/09/11 Python 安裝與功能簡介 (實體授課)
Introduction to Python installation and functions
陳柏源(Chen, Po-Yuan) 2024/09/18 Python 與 人工智慧初探 (實體授課)
A preliminary exploration of Python and artificial intelligence
陳柏源(Chen, Po-Yuan) 2024/09/25 Python與machine learning的應用: 以 SVM (support vector machine) 為例 (實體授課)
Application of Python and machine learning: taking SVM (support vector machine) as an example
陳柏源(Chen, Po-Yuan) 2024/10/02 奈米微影材料技術與生物資訊 (線上同步課程)
Nanolithography Material Technology and Bioinformatics
陳柏源(Chen, Po-Yuan) 2024/10/09 分子藥物化學計算與胞體外泌素的治療 (線上同步課程)
Molecular drug chemistry calculations and extracellular secretin therapy
陳柏源(Chen, Po-Yuan) 2024/10/16 精準營養醫學與生物資訊大數據預防醫學 (線上同步課程)
Precision Nutritional Medicine and Bioinformatics Big Data Preventive Medicine
陳柏源(Chen, Po-Yuan) 2024/10/23 AWS與藥物開發設計 (線上同步課程)
AWS and drug development and design
陳柏源(Chen, Po-Yuan) 2024/10/30 何謂生物資訊? (線上非同步)
What is bioinformatics? (Online asynchronous)
陳柏源(Chen, Po-Yuan) 2024/11/06 期中考 (實體授課)
Mid-term exam
陳柏源(Chen, Po-Yuan) 2024/11/13 分子生物學回顧(線上非同步)
molecular biology review (online asynchronous)
陳柏源(Chen, Po-Yuan) 2024/11/20 生物資料庫淺介(線上非同步)
A brief introduction to biological databases (online asynchronous)
陳柏源(Chen, Po-Yuan) 2024/11/27 Hidden Markov 模型與基因功能的發掘淺析 (線上非同步)
A brief analysis of the Hidden Markov model and discovery of gene functions (online asynchronous)
陳柏源(Chen, Po-Yuan) 2024/12/04 生物資訊應用工具: bioedit 與 rasmol (線上非同步)
Bioinformatics application tools: bioedit and rasmol (online asynchronous)
陳柏源(Chen, Po-Yuan) 2024/12/11 蛋白質與蛋白質的交互作用 (線上非同步)
Protein-protein interactions (online asynchronous)
陳柏源(Chen, Po-Yuan) 2024/12/18 分子演化分析 (線上非同步)
Molecular evolution analysis (online asynchronous)
陳柏源(Chen, Po-Yuan) 2024/12/25 分子演化分析工具與程式 (線上非同步)
Molecular evolution analysis tools and programs (online asynchronous)
陳柏源(Chen, Po-Yuan) 2025/01/01 DNA 生物晶片分析 (線上非同步)
DNA biochip analysis (online asynchronous)
陳柏源(Chen, Po-Yuan) 2025/01/08 期末考試 (線上非同步)
Final exam
陳柏源(Chen, Po-Yuan)