Advanced Data Analysis

Course #OA4106

Est.imated Completion Time: 3 months

Overview

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.

Prerequisites

OA3103

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
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.

Offerings database access

Asset Publisher

Application Deadlines

No upcoming deadlines.