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    Technical Deep Dive

    AI Infrastructure & MLOps

    Master the infrastructure behind production AI — model serving, GPU optimization, monitoring, CI/CD for ML, and cost management at scale.

    5 lessons75 minutesFree

    Start with lesson 1

    Lessons

    1. 1.MLOps Foundations: From Notebook to Production15 min read
    2. 2.Model Serving: Architectures & Frameworks16 min read
    3. 3.GPU Optimization & Cost Management15 min read
    4. 4.Monitoring, Drift Detection & Alerting14 min read
    5. 5.CI/CD for Machine Learning15 min read

    Frequently Asked Questions

    Is the "AI Infrastructure & MLOps" course free?

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

    How long does the "AI Infrastructure & MLOps" course take?

    The listed estimate is 75 minutes across 5 lessons. You can work through them at your own pace and in any order.

    What does this course cover?

    Master the infrastructure behind production AI — model serving, GPU optimization, monitoring, CI/CD for ML, and cost management at scale.

    Do I need prior experience?

    This is an advanced course. Familiarity with Technical Deep Dive 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.