Anomaly and Outlier Detection Course
Master anomaly and outlier detection for BI. Learn to clean time-series data, build statistical and ML-based detectors, design alerts, and explain root causes so you can catch revenue drops and data issues before they hit your business.

flexible workload from 4 to 360h
valid certificate in your country
What will I learn?
Master practical anomaly and outlier detection for daily e-commerce metrics in this focused, high-impact course. Learn robust preprocessing, statistical baselines, and modern machine learning methods to spot unusual patterns quickly and reliably. Build effective alerting workflows, integrate results into dashboards, and deliver clear, data-backed explanations that drive faster, more confident decisions.
Elevify advantages
Develop skills
- Build anomaly-ready BI pipelines: clean, partition, and load time-series data fast.
- Design statistical and ML detectors for daily e-commerce anomalies that matter.
- Configure smart alerting workflows that cut noise and speed up incident response.
- Explain anomalies to business leaders with clear visuals, narratives, and next steps.
- Operationalize anomaly models with versioning, backtesting, and retraining 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
FAQs
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course duration?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course