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📈 Topic 54: Prometheus & Grafana — ML Infrastructure Monitoring

Course: AI Infrastructure — Section 7: Monitoring & Observability Topic: 54 of 70 | Prev:…

Overview
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📈 Topic 54: Prometheus & Grafana — ML Infrastructure Monitoring — Quick Facts

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Prev: [53-Monitoring-Overview.md](53-Monitoring-Overview.md): Next: 55-Model-Monitoring.md

Topic 1
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🎯 Overview

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Prometheus = open-source metrics…

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Grafana = open-source dashboarding…

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Together: Prometheus collect kare,…

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ML me: GPU metrics, inference…

Topic 2
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📈 Prometheus + Grafana Architecture

🔬 ` ┌──────────────────────────────────────────────────────────────┐ │ PROMETHEUS + GRAFANA…
Topic 3
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🐍 Complete Python Implementation

📈 `python ============================================================ Prometheus & Grafana…
Topic 4
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❓ Quiz — 5 MCQs

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A) Push-based

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B) Pull-based — application ke…

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C) File-based

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D) Email se

Topic 5
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🔗 Navigation

🎲 ⬅️ Previous: 53-Monitoring-Overview.md | ➡️ Next: 55-Model-Monitoring.md Pro Tip: 📈…
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