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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?

This Anomaly Detection Course teaches you how to set clear detection targets, create practical streaming data sets, and build strong real-time features for login and telemetry events. You will look at rule-based, statistical, time-series, and machine learning models, then learn to set them up, watch them, and adjust them using solid alerting, testing, and running practices for dependable, low-noise detection on a large 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

Your classes are perfect. I purchased the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the extra videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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