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🐳 Topic 18: Docker Compose for ML

Course: AI Infrastructure — Section 3: Containerization Topic: 18 of 70 | Prev:…

Overview

🐳 Topic 18: Docker Compose for ML — Quick Facts

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Prev: [17-Docker-AI-Fundamentals.md](17-Docker-AI-Fundamentals.md): Next: 19-Kubernetes-Basics.md

Topic 1

🎯 Overview

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Docker Compose = multiple…

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ML me kyun? → Training + API +…

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docker-compose.yml =…

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Key command: docker compose up -d…

Topic 2

🏗️ Multi-Container ML Architecture

🔬 ` ┌──────────────────────────────────────────────────────────────┐ │ Docker Compose ML…

Topic 3

🐍 Complete Python Implementation

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./data:/app/data # Dataset mount

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./models:/app/models # Trained…

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./configs:/app/configs # Training…

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MLFLOW_TRACKING_URI=http://mlflow:5…

Topic 4

📊 Compose File Quick Reference

🧮 | Key | Purpose | Example | |-----|---------|---------| | services | Container…

Topic 5

❓ Quiz — 5 MCQs

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A) Single container run karna

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B) Multiple containers ko ek file…

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C) GPU speed badhaana

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D) Docker install karna

Topic 6

🔗 Navigation

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Quick Quiz

Quiz — Question 1

🐳 Topic 18: Docker Compose for ML ka sabse sahi definition kya hai?

Complete! 🎉

🐳 Topic 18: Docker Compose for ML Complete!

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