6236 - 巨量資料與社群運算
Data Engineering and Social Computing
教育目標 Course Target
本課程目標是讓學生能夠了解大數據相關技術與議題，包含大數據計算環境建置、雲端計算架構與服務建置、大數據資料倉儲到資料分析技術。並透過社群計算與社群媒體分析方法，架構系列大數據應用實例探討、模擬並進行小組專題製作，藉以加強學生在大數據時代的實作能力，讓學生實際接觸大數據應用。
The goal of this course is to enable students to understand big data related technologies and issues, including big data computing environment construction, cloud computing architecture and service construction, big data data warehousing and data analysis technology. Through social computing and social media analysis methods, a series of big data application examples are constructed to discuss, simulate and produce group projects, so as to strengthen students' practical ability in the big data era and allow students to have practical exposure to big data applications.
參考書目 Reference Books
1. O'Neil, Cathy,Schutt, Rachel,Doing data science :Sebastopol, CAO'Reilly,2014.
2. Lam, Chuck.Hadoop in action /Greenwich, Conn. :Manning Publicationsc, 2011.
3. Capriolo, Edward.Rutherglen, Jason.Wampler, Dean.Programming Hive /1st ed.Sebastopol, CA :O'Reilly & Associates, 2012.
1. O'Neil, Cathy,Schutt, Rachel,Doing data science:Sebastopol, CAO'Reilly,2014.
2. Lam, Chuck.Hadoop in action /Greenwich, Conn. :Manning Publications, 2011.
3. Capriolo, Edward.Rutherglen, Jason.Wampler, Dean.Programming Hive /1st ed.Sebastopol, CA :O'Reilly & Associates, 2012.
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
平時成績(出席、參與及作業) Daily results (attendance, participation and homework) |
40 | |
|
期末論文報告/專題發表 Final thesis report/topic presentation |
60 |
授課大綱 Course Plan
點擊下方連結查看詳細授課大綱
Click the link below to view the detailed course plan
相似課程 Related Courses
無相似課程 No related courses found
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 6236
- 學分 Credit: 3-0
-
上課時間 Course Time:Thursday/2,3,4[M024]
-
授課教師 Teacher:潘人豪
-
修課班級 Class:資管系3,4,碩1,2
-
選課備註 Memo:資管系34可修。
交換生/外籍生選課登記
請點選上方按鈕加入登記清單，再等候任課教師審核。
Add this class to your wishlist by clicking the button above.