About This Data Online Course
As the U.S. Department of War increasingly relies on data, analytics and artificial intelligence-enabled systems to inform planning, readiness, logistics and operational decision making, the ability to interpret data relationships, assess uncertainty, and generate defensible insights is no longer optional—it is mission critical.
This online course—the follow-on to Statistics & Probability I: Probability & Distributions (AIANA104)—will advance your understanding beyond foundational probability concepts into applied statistical analysis used in real-world defense contexts. You will explore how statistical techniques reveal relationships within data, support predictive insights and inform decisions under uncertainty.
Through practical instruction and hands-on examples, the course will introduce linear and non-linear regression analysis, interpretation of statistical fit and reliability and Monte Carlo simulation for modeling complex, uncertain scenarios. These methods are applied to realistic defense use cases to reinforce how statistical analysis supports forecasting, resource planning, risk assessment and AI-enabled decision support.
By completing this online training course, you will strengthen your data and AI literacy, develop confidence in applying statistical analysis tools and build a foundation for more advanced analytics and AI coursework—supporting smarter decisions and sustained decision advantage across the defense enterprise.
What You Will Learn
- Perform linear regression analysis
- Perform regression analysis using functions other than straight lines
- Perform Monte Carlo simulations
Who Should Take This Online Course
This online training course is designed for defense or intelligence professionals working for the Federal government or government contractor companies who wish to better understand statistics and probability and how to apply these tools at work.
More seasoned professionals will also benefit from this online training experience to obtain a refresher on the subject matter.
Prerequisites
Prior completion of the FedLearn courses, Statistics & Probability I: Probability & Distributions (AIANA104) and Data Analysis (AIANA105)
Course Certificate
To achieve a course certificate of completion, you must score 80 percent or higher on graded lesson quizzes and a final exam.
Course Format
Self-paced, online training course
Course Pricing
Individual courses are $19.99 (per person).
Seat licenses to access the entire FedLearn AI and data science catalog are also available. Click here to learn more and purchase
If you are interested in learning about special team rates for Federal government and government contractor organizations, email [email protected]
Continuing Education Unit Credits
This course provides 1.5 CEUs.
