OA4106 Advanced Data Analysis

The course features the blending of sophisticated statistical software and data from recent DoD applications. The manipulation of multivariate data and statistical graphics are emphasized. Methodologies presented can include survival analysis, classification and discrimination, categorical data analysis, and sample survey methods.

Prerequisite

OA3103

Lecture Hours

3

Lab Hours

1

Course Learning Outcomes

Upon successful completion the student will be able to:

• achieve an understanding of the key concepts in data science modeling,
• demonstrate the ability to apply these concepts in a practical way on a carefully curated set of problems, and

• can apply supervised and unsupervised machine learning models in a practical way on real-world problems you encounter using R or RStudio for the Department of Defense.