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🏗️ Infrastructure as Code for ML — Terraform, Pulumi, CDK

MLOps Series #57 — ML infra ko code me define karo, version control me rakho, reproduce karo!…

Overview
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🏗️ Infrastructure as Code for ML — Terraform, Pulumi, CDK — Quick Facts

📌

State Management: Rollback│ │

Topic 1
📥 ⚙️ 🔬 💡

💡 IaC for ML Architecture

📊 ` ┌──────────────────────────────────────────────────────────────┐ │ INFRASTRUCTURE AS…
Topic 2
✨

📊 IaC Tools Comparison

🔬 | Feature | Terraform | Pulumi | AWS CDK | CloudFormation |…
Topic 3
📥 ⚙️ 🔬 💡

💻 IaC Manager

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uses: actions/checkout@v4

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name: Setup Terraform

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name: Terraform Init

🎯

name: Terraform Validate

Topic 4
✨

❓ Quiz

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a) Manual server setup

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b) Infrastructure as Code — ML…

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c) Cloud console feature

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a) Free hai

Comparison
✨

📊 IaC Tools Comparison

⚖️

Language: HCL

⚖️

Multi-Cloud: ✅

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State: Remote

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 1

🏗️ Infrastructure as Code for ML — Terraform, Pulumi, CDK ka sabse sahi definition kya hai?

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🏗️ Infrastructure as Code for ML — Terraform, Pulumi, CDK Complete!

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🏗️ Infrastructure as Code for ML — Terraform, Pulumi, CDK Complete

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