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Big Data Analytical Courses

         Big Data Analytical Courses Schedule           

Courses Department Type of Credit Course length Point
Introduction to Big Data Analytics Statistics、Computer Sciences Required 1 2
Statistics/Statistical Analysis Each Department Required 1 3
Regression Analysis I Statistics Required 1 3
Database Management Systems/Database System Computer Sciences、Management Information System Required 1 3
Business Analytics with SAS/R Statistics Required 1 3
Regression Analysis(II) Statistics Elective 1 3
Multivariate Analysis Statistics Elective 1 3
Time Series Analysis Statistics Elective 1 3
Categorical Data Analysis Statistics Elective 1 3
Business Analytics and Practice with SAS/R Statistics Elective 1 3
Text Mining and Big Data Analytics Using SAS Management Information System Elective 1 3
Computing for Business Data Analytics Management Information System Elective 1 3
Computer Programming
[or other relative courses]
Statistics、Computer Sciences、Management Information System Elective 1 3
Optimization/Management Science Management Information System Elective 1 3
Database Marketing/Internet Marketing Management Information System Elective 1 3
Business Intelligence StatisticsComputer Sciences、Management Information System Elective 1 3
Data Mining StatisticsComputer Sciences、Management Information System Elective 1 3
Cloud Application Development/Social Cloud Computing Computer Sciences、Management Information System Elective 1 3
System Design Based on Hadoop
[ or other relative courses]
Computer Sciences、Management Information System Elective 1 3
Machine Learning or other relative courses StatisticsComputer Sciences、Management Information System Elective 1 3
Web Search and Mining Computer Sciences Elective 1 3
Required Credit17
  Total Credit: 29
Elective Credit12 
 
*「程式設計或相關課程」除統計、資管與資科所開之課程得直接認定外,修習他系所開之「程式設計或相關課程」均需檢附原修習課程之教學大綱,並經本學程委員會核定認可後,始得替代。
說明:表列選修課程中,如非由表定的開課系所所開課程,均需申請以同名或課程內容類似之課程作替代,並檢附原修習課程之教學大綱,並經本學程委員會核定認可後,始得替代。