Predictive Data Analytics Course
This course equips you with hands-on skills to build, deploy, and communicate predictive models for retail forecasting, turning raw data into actionable business insights.

flexible workload from 4 to 360h
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 visualisation, then apply regression, feature-based models, and time series techniques like ARIMA and ETS. Develop 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 organise BI-ready CSV data quickly.
- Practical forecasting: construct and evaluate ARIMA, ETS, and baseline retail models.
- Feature-based modelling: create lags, promotions, and marketing factors for revenue.
- BI deployment: automate forecasts, manage model versions, and release clear dashboards.
- Executive storytelling: transform forecasts into KPIs, risks, and ready-to-act plans.
Suggested summary
Before starting, you can change the chapters and 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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