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☁️ AI Infrastructure — Complete Course Index

Course: AI Infrastructure | Priority: 🟡 P2 | Category: AI Infra Total Topics: 70 | Sections: 9…

Overview

☁️ AI Infrastructure — Complete Course Index — Quick Facts

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Priority: 🟡 P2: Category: AI Infra

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> Total Topics: 70: Sections: 9

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> Language: Hinglish (Roman): Level: Beginner → Expert

Topic 1

📋 Course Overview

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GPU/TPU computing, cloud…

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Model serving, inference…

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Data pipelines, feature stores,…

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MLOps infrastructure, CI/CD for ML

Topic 2

📑 Section 1: Foundations (01–08)

🧠 | # | Topic | File | |---|-------|------| | 01 | AI Infrastructure Overview — What & Why…

Topic 3

📑 Section 2: Cloud & Compute (09–16)

💡 | # | Topic | File | |---|-------|------| | 09 | Cloud Platforms — AWS, GCP, Azure for AI…

Topic 4

📑 Section 3: Containerization & Orchestration (17–24)

⚡ | # | Topic | File | |---|-------|------| | 17 | Docker for AI — Images, Containers, GPU…

Topic 5

📑 Section 4: Data Infrastructure (25–34)

🎯 | # | Topic | File | |---|-------|------| | 25 | Data Storage — SQL, NoSQL, Object Stores…

Topic 6

📑 Section 5: Model Serving & Inference (35–44)

🔮 | # | Topic | File | |---|-------|------| | 35 | Model Serving Overview — Patterns & Arch…

Topic 7

📑 Section 6: CI/CD & MLOps Infra (45–52)

🌐 | # | Topic | File | |---|-------|------| | 45 | CI/CD for ML — GitHub Actions, Jenkins |…

Topic 8

📑 Section 7: Monitoring & Observability (53–60)

📊 | # | Topic | File | |---|-------|------| | 53 | Monitoring Overview — Metrics, Logs,…

Topic 9

📑 Section 8: Security & Governance (61–66)

🤖 | # | Topic | File | |---|-------|------| | 61 | AI Security Overview — Threats &…

Topic 10

📑 Section 9: Projects & Career (67–70)

🧠 | # | Topic | File | |---|-------|------| | 67 | Project: End-to-End ML Platform |…

Topic 11

🏁 Completion Tracker

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[ ] Section 1: Foundations (01-08)

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[ ] Section 2: Cloud & Compute…

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[ ] Section 3: Containerization…

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[ ] Section 4: Data Infrastructure…

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Quiz — Question 1

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Quiz — Question 2

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