OA4106: Advanced Data Analysis - NPS Online
Advanced Data Analysis
Course #OA4106
Starts: not available
Est. completion in 3 months
Offered through Distance Learning
Avg. tuition cost per course:
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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.