Aliens School
Cinematic Knowledge Experience
0%
Aliens School
Now Playing
Aliens School · HIEN
⌨️ Keyboard Shortcuts
→Next slide ←Previous slide SpacePlay / Pause MNarration on/off FFullscreen ?Show/hide this
Press any key to close
Skill Topic · Cinematic

📈 Monitoring Basics — ML Systems Ko Monitor Karo

MLOps Series #45 — Model deploy ke baad monitoring sabse important step hai! Prometheus, Grafana,…

Overview
🌟

📈 Monitoring Basics — ML Systems Ko Monitor Karo — Quick Facts

📌

Category: Metrics

🎯

System: CPU, memory, disk, GPU

⚡

API: Latency, errors, RPS, 5xx

🔑

Model: Accuracy, F1, drift

Topic 1
📥 📥 🧠 🔬 💡 🎯

💡 ML Monitoring Architecture

📊 ` ┌─────────────────────────────────────────────────────────┐ │ ML MONITORING STACK │ │ │…
Topic 2
🔬 📊 🔬

📊 Monitoring Categories

🔬 | Category | Metrics | Tools | Alert Level | |----------|---------|-------|-------------|…
Topic 3
🔒

💻 ML Monitoring Manager

💡

"ml_alert_rules.yml"

🔑

static_configs:

⚡

targets: ["alertmanager:9093"]

🎯

job_name:…

Topic 4
✨

❓ Quiz

💡

a) CPU usage

🔑

b) Model accuracy + prediction…

⚡

c) Disk space

🎯

a) Model train karta hai

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 1

📈 Monitoring Basics — ML Systems Ko Monitor Karo ka sabse sahi definition kya hai?

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 2

📈 Monitoring Basics — ML Systems Ko Monitor Karo ka 'System' kya hai?

Complete! 🎉
COMPLETE

📈 Monitoring Basics — ML Systems Ko Monitor Karo Complete!

Aliens School · HIEN · Cinematic Knowledge

✅

📈 Monitoring Basics — ML Systems Ko Monitor Karo Complete

1/9
0:00
REC 00:00ESC=Cancel
Aliens School
3
Recording shuru hone wali hai...
✅
Recording Complete
Video process ho rahi hai...
Live Class
Slide 1 / 7
Timer
00:00
📝 Speaker Notes
—
⏭️ Up Next
—
—
🗂️ All Slides