Predictive Data Analytics Course
This course equips learners with hands-on skills to forecast retail revenue and units using time-series data, from preparation and modeling to deployment and communication.

from 4 to 360h flexible workload
certificate valid 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'll learn data loading, cleaning, and visualisation, then apply regression, feature-based models, and time series techniques like ARIMA and ETS. Build reproducible pipelines, automate reports, embed results in dashboards, and convert forecasts into clear, 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: build and compare ARIMA, ETS, and baseline retail models.
- Feature-based modelling: engineer lags, promotions, 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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