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MLOps Fundamentals

MLOps Fundamentals is a comprehensive guide to the principles, components, and tools used in Machine Learning Operations (MLOps). It provides a thorough understanding of the machine learning lifecycle, MLOps lifecycle, and the benefits and tools involved, such as MLFlow and KubeFlow.

We will take a look at setting up an ML project, including using Git and GitHub, setting up virtual environments, and pre-commit hooks. The course will then delve into the fundamentals of data management, such as understanding data lifecycles, data versioning, governance, and storage solutions.

Practical, hands-on demonstrations will be provided on Exploratory Data Analysis (EDA), feature engineering, and data cleaning using pandas and matplotlib. The course will further explore the concept of feature stores, their types, working, best practices, and implementation challenges.

Leveringsmetode

  • Firma kursus

    Et lukket firma kursus

  • Åbent kursus

    Traditionel klasserumsundervisning

  • Åbent kursus (Virtuelt)

    Live klasserumsundervisning du tilgår virtuelt

22 Kurser fundet

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 02-04 februar, 2026 | 10:30 AM to 6:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 09-11 februar, 2026 | 9:30 AM to 5:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 02-04 marts, 2026 | 9:30 AM to 5:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 02-04 marts, 2026 | 10:30 AM to 6:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 07-09 april, 2026 | 10:30 AM to 6:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 13-15 april, 2026 | 9:30 AM to 5:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 04-06 maj, 2026 | 9:30 AM to 5:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 05-07 maj, 2026 | 10:30 AM to 6:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 01-03 juni, 2026 | 10:30 AM to 6:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

    • Leveringsmetode Åbent kursus (Virtuelt)
    • Dato 08-10 juni, 2026 | 9:30 AM to 5:00 PM
    • Lokation Virtual (W. Europe )
    • Sprog: engelsk

    DKR15,650.00

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