TY  -  
T1  - Building Data Science Capabilities into University Data Warehouse to Predict Graduation 
SN  -  /  
UR  - http://hdl.handle.net/10138/298769 
T3  -  
A1  - Pesonen, Joonas; Fomkin, Anna; Jokipii, Lauri 
A2  -  
PB  -  
Y1  - 2018 
LA  - eng 
AB  - The discipline of data science emerged to combine statistical methods with computing. At Aalto University, Finland, we have taken first steps to bring educational data science as a part of daily operations of Management Information Services. This required changes in IT environment: we enhanced data warehouse infrastructure with a data science lab, where we can read predictive model training data from data warehouse database and use the created predictive models in database queries. We then condu... 
VO  -  
IS  -  
SP  -  
OP  -  
KW  - 113 Computer and information sciences 
N1  -   
PP  -  
ER  -