Certificate Requirements

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Download: Data Analytics Certificate Advising Worksheet

Data Analytics Certificate Courses

Course Required or Elective Current Offering Future Offering
STAT 500 Applied Statistics
BUSAD 501 Statistical Analysis for Managerial Decision Making
Required FA I

(STAT 500)

DAAN 871 Data Visualization for Analytics Required   SP II
DAAN 897 Enterprise Analytics Strategies
(Prereq: STAT 500)
INSC 525 Applied Data Mining
SWENG 545 Data Mining
Required   SP II
(SWENG 545)
DAAN 822 Data Collection & Cleaning
(Prereq: IN SC 521 and STAT 500)
DAAN 825 Large-scale Database and Warehouse
(Prereq: IN SC 521)
Elective   SP I
DAAN 862 Analytics Programming in Python
(Prereq: STAT 500)
Elective FA II  
DAAN 881 Data-driven Decision Making
(Prereq: STAT 500)
Elective FA II  
DAAN 897 Deep Learning
(Prereq: STAT 500)
Elective   SP II
IE 575 Foundations of Predictive Analytics
(Prereq: STAT 500)
Elective   SP I
INSC 521 Database Design Concepts Elective FA I  
INSC 846 Network and Predictive Analytics for Socio-Technical Systems Elective  


SYSEN 530 Systems Optimization Elective FA II  
SYSEN 536 Decision and Risk Analysis Elective FA I  

Penn State's schedule of courses

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Graduate Certificate Completion Form.