Predictive Data Analytics Course
Gain expertise in predictive data analytics for business intelligence. Master cleaning of retail time-series data, developing forecasting and regression models, tracking experiments, and transforming predictions into intuitive dashboards and revenue-focused recommendations. This course equips you to deliver precise forecasts from retail CSVs using ARIMA, ETS, and feature engineering, while automating pipelines and crafting executive-ready insights.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This course teaches transforming retail time-series CSV data into reliable revenue and unit forecasts. You will cover data loading, cleaning, visualisation, regression techniques, feature engineering, and time-series models including ARIMA and ETS. Additionally, learn to create reproducible pipelines, automate reports, integrate results into dashboards, and develop actionable KPIs and recommendations for business leaders.
Elevify advantages
Develop skills
- Retail time-series preparation: clean, validate, and structure CSV data quickly for BI readiness.
- Practical forecasting skills: develop and evaluate ARIMA, ETS, and baseline retail models.
- Feature-based modelling: create lags, promotions, and marketing features for revenue prediction.
- BI deployment techniques: automate forecasts, manage model versions, and create insightful dashboards.
- Executive communication: convert forecasts into KPIs, risks, and actionable business plans.
Suggested summary
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