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Operationalize machine learning and generative AI solutions (AI-300)

AI‑300 focuses on operationalizing machine learning and generative AI on Azure—covering MLOps, GenAIOps, automation, deployment, monitoring, and optimization of production AI systems.

This course covers building secure and scalable AI infrastructure, managing the full lifecycle of traditional machine learning models with Azure Machine Learning, and deploying, evaluating, monitoring, and optimizing generative AI applications and agents using Microsoft Foundry. Learners will gain hands-on knowledge of automation, continuous integration and delivery, infrastructure as code, and observability by using tools such as GitHub Actions, Azure CLI, and Bicep. The course emphasizes collaboration with data science and DevOps teams to deliver reliable, production-ready AI systems aligned with modern MLOps and GenAIOps best practices.

Updated August 2026

Delivery Format

  • Company Event

    Event at company

  • Public Classroom

    Traditional Classroom Learning

  • Virtual Learning

    Learning that is virtual

15 courses found

    • Delivery Format: Virtual Learning
    • Date 23-26 November, 2026 | 10:00 AM to 6:00 PM
    • Location: Virtual (W. Europe )
    • Language: English

    eur2,295.00

    • Delivery Format: Virtual Learning
    • Date 04-07 January, 2027 | 9:00 AM to 5:00 PM
    • Location: Virtual (W. Europe )
    • Language: Dutch

    eur2,295.00

    • Delivery Format: Virtual Learning
    • Date 01-04 February, 2027 | 9:00 AM to 5:00 PM
    • Location: Virtual (W. Europe )
    • Language: French

    eur2,295.00

    • Delivery Format: Virtual Learning
    • Date 22-25 March, 2027 | 10:00 AM to 6:00 PM
    • Location: Virtual (W. Europe )
    • Language: English

    eur2,295.00

    • Delivery Format: Public Classroom
    • Date 19-22 April, 2027 | 9:00 AM to 5:00 PM
    • Location: 1-Mechelen (Battelsesteenweg 455-B) (W. Europe )
    • Language: English

    eur2,295.00

    • Delivery Format: Virtual Learning
    • Date 19-22 April, 2027 | 9:00 AM to 5:00 PM
    • Location: Virtual (W. Europe )
    • Language: English

    eur2,295.00

    • Delivery Format: Virtual Learning
    • Date 10-13 May, 2027 | 9:00 AM to 5:00 PM
    • Location: Virtual (W. Europe )
    • Language: Dutch

    eur2,295.00

    • Delivery Format: Virtual Learning
    • Date 31 May-03 June, 2027 | 9:00 AM to 5:00 PM
    • Location: Virtual (W. Europe )
    • Language: French

    eur2,295.00

    • Delivery Format: Virtual Learning
    • Date 19-22 July, 2027 | 10:00 AM to 6:00 PM
    • Location: Virtual (W. Europe )
    • Language: English

    eur2,295.00

    • Delivery Format: Virtual Learning
    • Date 30 August-02 September, 2027 | 9:00 AM to 5:00 PM
    • Location: Virtual (W. Europe )
    • Language: Dutch

    eur2,295.00

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