linjinjin123/awesome-AIOps resource

Health v2 · maintenance only

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1750 stars · 382 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of AIOps (Artificial Intelligence for IT Operations) learning resources, including white papers, courses, industry practices, papers, tools, and datasets. It aggregates materials on anomaly detection, root-cause analysis, time-series analysis, and alarm reduction from companies like Tencent, Alibaba, Baidu, and Netflix.

Use cases

• find learning materials for AIOps
• learn anomaly detection for time-series monitoring
• research root-cause analysis techniques
• find datasets for intelligent operations research
• discover industry AIOps case studies
• get started with machine learning for IT operations

When to choose

• you want a curated starting point for AIOps learning
• you need papers, courses, and datasets on anomaly detection or root-cause analysis
• you want industry case studies from major tech companies

When to avoid

• you need production-ready AIOps software rather than a resource list
• you need a maintained tool or library with a code license

Facets

learning-resource · maturity active

machine-learning monitoring analytics artificial-intelligence machine-learning monitoring awesome-lists cross-platform aiops awesome-list anomaly-detection root-cause-analysis time-series alarm-reduction curated-resources devops

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