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    AI Infrastructure

    AI Model Serving at Scale

    Master production AI model deployment — optimize inference throughput, implement auto-scaling, manage model versions, and serve billions of predictions efficiently.

    3 lessons + 1 practice exercise80 minutesFree

    Start with lesson 1

    Lessons

    1. 1.Inference Optimization Techniques25 min
    2. 2.Production Deployment Patterns30 min
    3. 3.Monitoring and Optimization20 min
    4. 4.Hands-On Practice
      practice
      20 min

    Frequently Asked Questions

    Is the "AI Model Serving at Scale" course free?

    Yes. Every course on AI Model Wiki is free to read, with no payment or account needed.

    How long does the "AI Model Serving at Scale" course take?

    The listed estimate is 80 minutes across 3 lessons. You can work through them at your own pace and in any order.

    What does this course cover?

    Master production AI model deployment — optimize inference throughput, implement auto-scaling, manage model versions, and serve billions of predictions efficiently.

    Do I need prior experience?

    This is an advanced course. Familiarity with AI Infrastructure fundamentals is recommended.

    Is my progress saved?

    If you mark lessons complete, that is remembered in this browser on this device only. Clearing your browser data, or using another device, starts you from the beginning. There are no accounts or certificates for courses.