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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

As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...
Giulio Carlo
Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.
Mariana Ferres
Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!
Luciana Alvarenga
Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.
Giulio Carlo
Giulio CarloAluno de Engenharia de Prompt

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