本課程將介紹大數據分析的基本概念，包括大數據定義、大數據儲存觀念、資料庫類型、雲端計算、機器學習以及大數據在醫學與公共衛生資料的應用。
This course will introduce the basic concept of big data analytics, including the definition of big data, big data storage concept, the types of databases, cloud computing, machine learning and applications of big data on medical and public health data.
先修科目Prerequisites
無
None
教學方式Teaching Methods
講課
Lecturing
習題練習、書面報告
Exercise, Written report
學生上台報告、角色演練
Oral presentation, Role playing
評量方式Assessment
期中筆試
Midterm exam
期末筆試
Final exam
出席狀況
Class attendance
課堂參與與表現
Class involvement
參考書目Reference
1. 劉勇志 編著。大數據分析與應用：使用Hadoop與Spark。台科大圖書出版。
2. Big Data Concepts, Technology, and Architecture 1st Edition. Balusamy B, Abirami RN, Kadry S, Gandomi AH. Wiley.
3.Big Data and Health Analytics. Marconi K, Lehmann H. CRC Press.
4. Medical Big data and Internet of Medical Things. Hassanien AE, Dey N, Borra S. CRC Press.