Data Mining Course
This course teaches data mining techniques applied to retail data, covering ingestion, cleaning, transformation, pattern extraction, KPI computation, segmentation, association rules, time series analysis, model validation, bias avoidance, and creating actionable reports and recommendations using reproducible workflows.

4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
This Data Mining Course shows you how to ingest, clean, and transform transactional retail data, then extract patterns that drive measurable results. You will compute essential KPIs, build segments, discover association rules, and analyse time series. Learn to validate models, avoid bias, and turn findings into clear reports, experiments, and actionable recommendations using practical, reproducible workflows.
Elevify advantages
Develop skills
- Retail data cleaning: quickly fix, enrich, and validate BI transaction data.
- Practical KPI analytics: compute core retail metrics for fast BI decisions.
- Pattern mining in sales: find segments, seasonality, and cross-sell opportunities.
- Model validation for BI: test clusters, rules, and trends with confidence.
- Actionable BI storytelling: turn data patterns into clear business proposals.
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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