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Beginner
AIOps Foundations: Intelligent Monitoring with Prometheus & Grafana
AI
Python
Prometheus
Grafana
AIOps
Forecasting
Anomaly Detection
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AIOps in Practice: Logging & Alerting at Scale
Grafana Loki
Grafana Alloy
Prometheus
Alertmanager
Docker Compose
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Intermediate
Automated Remediation with Python for AIOps
Python
Alert Webhook Receivers
Automated Remediation
ChatOps
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Applied ML for AIOps: Anomaly Detection & Forecasting
Intelligent Data Engineering
Intelligent Anomaly Detection
Log Clustering
Time-Series Forecasting
Intelligent Monitoring Dashboard
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Advanced
Advanced AIOps: Distributed Tracing & Root Cause Analysis
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OpenTelemetry
Jaeger
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MLOps for AIOps: Build, Track, and Orchestrate AI Models with MLflow & Kubeflow
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