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.
16 Cursussen gevonden
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- Methode Virtueel leren
- Datum 02-04 december, 2026 | 10:30 to 18:00
- Locatie Virtueel-en-klassikaal (W. Europe )
- Taal: Engels
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- Methode Klassikale training
- Datum 07-09 december, 2026 | 09:30 to 17:00
- Locatie Zoetermeer (Kinderen v Versteegplein 18) (W. Europe )
- Taal: Nederlands
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- Methode Virtueel leren
- Datum 07-09 december, 2026 | 09:30 to 17:00
- Locatie Virtueel-en-klassikaal (W. Europe )
- Taal: Nederlands
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- Methode Virtueel leren
- Datum 07-09 december, 2026 | 09:30 to 17:00
- Locatie Virtueel-en-klassikaal (W. Europe )
- Taal: Engels
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- Methode Klassikale training
- Datum 18-20 januari, 2027 | 09:30 to 17:00
- Locatie Amsterdam ARISTO Center (W. Europe )
- Taal: Nederlands
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- Methode Virtueel leren
- Datum 18-20 januari, 2027 | 09:30 to 17:00
- Locatie Virtueel-en-klassikaal (W. Europe )
- Taal: Nederlands
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- Methode Virtueel leren
- Datum 01-03 maart, 2027 | 09:30 to 17:00
- Locatie Virtueel-en-klassikaal (W. Europe )
- Taal: Engels
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- Methode Virtueel leren
- Datum 12-14 april, 2027 | 10:30 to 18:00
- Locatie Virtueel-en-klassikaal (W. Europe )
- Taal: Engels
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- Methode Klassikale training
- Datum 24-26 mei, 2027 | 09:30 to 17:00
- Locatie Nieuwegein (Iepenhoeve 5) (W. Europe )
- Taal: Nederlands
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- Methode Virtueel leren
- Datum 24-26 mei, 2027 | 09:30 to 17:00
- Locatie Virtueel-en-klassikaal (W. Europe )
- Taal: Nederlands
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