Forecasting & Scenario Development with AI
Completed by Grant Yukawa
September 3, 2026
2 hours (approximately)
Grant Yukawa'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: Budgeting
- Category: Analysis
- Category: Decision Support Systems
- Category: Financial Forecasting
- Category: Contingency Planning
- Category: Revenue Forecasting
- Category: Forecasting
- Category: Data-Driven Decision-Making
- Category: Prompt Engineering
- Category: Statistical Methods
- Category: Risk Analysis
- Category: Time Series Analysis and Forecasting
