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anomaly detection course

anomaly detection course
4 to 360 hours flexible workload
valid certificate in your country

What will I learn?

This Anomaly Detection Course shows you how to define precise detection goals, design realistic streaming datasets, and engineer powerful real-time features for login and telemetry events. You will compare rule-based, statistical, time-series, and machine learning models, then learn to deploy, monitor, and tune them with robust alerting, testing, and operational practices for reliable, low-noise detection at scale.

Elevify advantages

Develop skills

  • Design streaming anomaly datasets: simulate attacks and realistic login events.
  • Engineer real-time features: velocity, seasonality and per-user risk signals.
  • Apply ML and rules: isolation forest, ARIMA, thresholds for fast anomalies.
  • Build low-latency pipelines: Kafka, Flink, model APIs and alert routing.
  • Tune, test and monitor detectors: replay traffic, metrics, drift and runbooks.

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.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Great course. Lots of valuable information.
WiltonCivil Firefighter

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