Predictive Data Analytics Course
This course equips learners with hands-on skills in predictive analytics for retail forecasting, covering data preparation, advanced modeling techniques, and deployment into business intelligence tools for actionable insights.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Predictive Data Analytics Course teaches you how to transform retail time-series CSVs into precise forecasts for revenue and units. You will learn data loading, cleaning, and visualization, then use regression, feature-based models, and time series techniques like ARIMA and ETS. Create reproducible pipelines, automate reports, integrate results into dashboards, and convert forecasts into straightforward, actionable recommendations and KPIs for decision-makers.
Elevify advantages
Develop skills
- Retail time-series preparation: clean, validate, and structure BI-ready CSV data quickly.
- Practical forecasting: construct and compare ARIMA, ETS, and baseline retail models.
- Feature-based modeling: engineer lags, promotions, and marketing drivers for revenue.
- BI deployment: automate forecasts, version models, and publish clear dashboards.
- Executive storytelling: transform 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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