ADaSci Academy

    GitOps for AI Engineers

    GitOps for AI Engineers is an intensive, 3-hour hands-on course designed to help practitioners operationalise Generative AI applications using modern DevOps principles. In this 3-hour session, participants will learn how…

    7,493+ enrolled
    3 hours
    Intermediate
    GitOps for AI Engineers
    01 — Overview

    About this course

    GitOps for AI Engineers is an intensive, 3-hour hands-on course designed to help practitioners operationalise Generative AI applications using modern DevOps principles. In this 3-hour session, participants will learn how to structure Git-driven workflows, implement Gitflow strategies, and build CI/CD pipelines tailored specifically for LLM-based systems.

    The course covers practical implementation with GitHub Actions and Jenkins, as well as containerization with Docker, to ensure consistent, reproducible deployments across environments. Participants will also explore data and artifact versioning strategies critical for maintaining traceability and governance in AI projects.

    By the end of the session, attendees will understand how to design and automate production-grade delivery pipelines that enable reliable, scalable, and maintainable AI deployments.

    02 — Outcomes

    What you'll learn

    Design Git-Driven Workflows for AI Systems
    Build CI Pipelines for Generative AI Applications
    Implement Continuous Delivery for LLM Applications
    Containerize and Deploy AI Applications with Docker
    Manage Data & Model Versioning in Production
    03 — Curriculum

    Course content

    3 sections · 14 lectures

    04 — Prerequisites

    Requirements

    • Basic Git familiarity (clone, commit, branch, merge, pull requests)
    • Working knowledge of Python and API-based application development
    • Foundational understanding of LLM/GenAI applications
    • Basic command-line proficiency (terminal usage, package installation)
    • Familiarity with Docker concepts is helpful but not mandatory
    05 — Audience

    Who should take this course

    • AI / ML Engineers
    • LLMOps/MLOps Engineers
    • Data Scientists
    • AI Application Developers
    • DevOps Engineers

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    GitOps for AI Engineers

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    Duration3h
    LevelIntermediate
    CertificateYes

    $49.00