Predictive Data Analytics Course
This course teaches predictive analytics for retail forecasting, covering data preparation, modeling techniques like ARIMA and ETS, and deployment into actionable business insights.

4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
This Predictive Data Analytics Course shows you how to turn retail time-series CSVs into accurate forecasts for revenue and units. Learn data loading, cleaning, and visualisation, then apply regression, feature-based models, and time series methods like ARIMA and ETS. Build reproducible pipelines, automate reports, embed results in dashboards, and translate forecasts into clear, actionable recommendations and KPIs for decision-makers.
Elevify advantages
Develop skills
- Retail time-series prep: clean, validate, and structure BI-ready CSV data fast.
- Practical forecasting: build and compare ARIMA, ETS, and baseline retail models.
- Feature-based modelling: engineer lags, promos, and marketing drivers for revenue.
- BI deployment: automate forecasts, version models, and publish clear dashboards.
- Executive storytelling: turn forecasts into KPIs, risks, and action-ready plans.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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