AKS vs Azure Container Apps: Choosing Correctly for AI-200
Scaling, networking, GPU support, cost model, and Dapr compared — plus the scenario phrases that determine which container platform is the expected answer.
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Guides, comparisons, and exam strategy for the Microsoft AI-200 (Azure AI Cloud Developer Associate) certification. 10 articles.
Scaling, networking, GPU support, cost model, and Dapr compared — plus the scenario phrases that determine which container platform is the expected answer.
Read article →What AI-200 costs in money and time, which roles it genuinely helps, realistic salary context, and the cases where it is not the right investment.
Read article →A day-by-day 30-day schedule with hands-on labs, weekly checkpoints, and a final-week revision routine, weighted to the real exam domain distribution.
Read article →Delivery guarantees, ordering, retention, and message size compared — plus the exact scenario phrases that determine which messaging service the examiner expects.
Read article →Why AI-200 dumps are unreliable and risky in 2026, what the Microsoft exam agreement actually says, and the legitimate free resources that produce better results.
Read article →Technical comparison of Cosmos DB vector search and PostgreSQL pgvector — performance, cost, query patterns, and how to choose in an AI-200 exam scenario.
Read article →Every KQL pattern you need for the AI-200 exam: Application Insights, Log Analytics, Container Insights, AKS monitoring, and key operator reference.
Read article →A first-person account of preparing and passing AI-200 in 3 weeks: which topics dominated, what I skipped, and what actually appeared on exam day.
Read article →Both exams carry the Azure AI Associate badge but test completely different skills. Here is how to decide which to take first and whether you should pursue both.
Read article →AZ-204 retires July 31, 2026. Here is exactly how to transition to the new AI-200 exam — what changed, what stayed, and a free study path.
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