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anomaly detection course

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

What will I learn?

Gain skills in setting clear anomaly detection targets, creating lifelike streaming data sets, and building strong real-time features for login and system telemetry. Compare rules, stats, time-series, and ML approaches, then deploy, watch, and refine them using solid alerts, tests, and ops methods for scalable, quiet detection.

Elevify advantages

Develop skills

  • Design streaming anomaly data: mimic attacks and true login patterns.
  • Build real-time features: speed, patterns, and user risk scores.
  • Use ML and rules: isolation forests, ARIMA, quick thresholds.
  • Create fast pipelines: Kafka, Flink, model serves, alert flows.
  • Refine, test, monitor: replay data, track metrics, handle drift.

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.
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 my boss's and the company's expectations.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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