Predictive Data Analytics Course
Master predictive analytics for retail forecasting, from data prep to actionable BI insights using ARIMA, ETS, and feature models.

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 apply regression, feature-based models, and time series techniques such as 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 structure 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 prediction.
- BI deployment: automate forecasts, manage model versions, and release clear dashboards.
- Executive communication: transform forecasts into KPIs, risks, and ready-to-implement 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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