Forecasting & Scenario Development with AI
Completed by Juan F Hurtado
October 7, 2026
2 hours (approximately)
Juan F Hurtado's account is verified. Coursera certifies their successful completion of Forecasting & Scenario Development with AI
What you will learn
Break a time series into trend, seasonality, and noise and measure forecast quality with MAE and MAPE.
Generate AI-assisted forecasts and apply clear rules for when to accept or override them.
Build base, best, and worst-case scenarios with probability weights tied to strategic risk.
Construct sensitivity tables and use AI to stress-test assumptions for leadership review.
Skills you will gain
- Category: Financial Modeling
- Category: Financial Analysis
- Category: Responsible AI
- Category: Demand Planning
- Category: Prompt Engineering
- Category: Time Series Analysis and Forecasting
- Category: Decision Support Systems
- Category: Predictive Analytics
- Category: Data-Driven Decision-Making
- Category: Performance Stress Testing
- Category: Contingency Planning
- Category: Financial Forecasting
