Ready to turn uncertainty into opportunity? This Short Course was created to help data analysts master Monte Carlo simulation techniques to quantify risk and forecast outcomes under uncertainty.
Simulate with Monte Carlo
Simulate with Monte Carlo
This course is part of Statistical Inference & Predictive Modeling Foundations Specialization
Instructor: Hurix Digital
Included with
Gain insight into a topic and learn the fundamentals.
Intermediate level
Recommended experience
3 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Monte Carlo simulation turns qualitative risk assessments into quantitative probabilities, supporting data-driven decisions under uncertainty.
Knowing when simulation results stabilize helps assess model reliability and computational efficiency in business contexts.
Tornado charts and sensitivity analysis highlight the key variables affecting outcomes, enabling targeted risk mitigation.
Monte Carlo methods scale from simple ROI analysis to complex multi-variable scenarios, making them crucial for strategic planning.
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Recently updated!
March 2026
Taught in English
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This course is part of the Statistical Inference & Predictive Modeling Foundations Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 4 modules in this course
Learners will understand the theoretical foundations of simulation modeling and prepare to build Monte Carlo models for business applications.
What's included
1 video2 readings2 assignments
Learners will build functional Monte Carlo simulation models using Excel and Python, executing 10,000+ iterations to generate probability distributions for project ROI analysis.
What's included
2 videos2 readings1 assignment1 ungraded lab
Learners will master sensitivity analysis through tornado charts and convergence testing to determine optimal iteration counts for reliable simulation results.
What's included
1 video2 readings2 assignments
Learners will integrate all Monte Carlo simulation skills through comprehensive practical applications and demonstrate mastery via course-level graded assessment covering all learning outcomes.
What's included
2 videos1 reading2 assignments
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