Mar 29, 2024  
Undergraduate Record 2019-2020 
    
Undergraduate Record 2019-2020 [ARCHIVED RECORD]

APMA 3150 - From Data to Knowledge


This course uses a Case-Study approach to teach statistical techniques with R. Basic statistical techniques include confidence intervals, hypotheses tests, regression, and anova. In addition, the course covers major statistical learning techniques for both supervised and unsupervised learning. Supervised learning topics cover regression and classification while unsupervised learning topics cover clustering and principal component analysis.



Credits: 3