Machine Learning Lectures: Step 12

    “Big data isn’t about bits, it’s about talent.”
    – Douglas Merrill

    Step 12: Keep Your Production ML System Reliable Over Time

    • Step 12:

    Table of Contents

    S12: Monitoring Your AI System

    S12: AI System Maintenance

    • Need dashboards that tell about the distribution of inputs

    • Maintenance and Monitoring
    • Need tracking dashboards