Data Science Lifecycle – MLOps Best Practices

Machine learning operations with feature stores, MLFlow, Kubeflow and Azure components

Data Science Lifecycle – MLOps Best Practices

Machine learning operations with feature stores, MLFlow, Kubeflow and Azure components


Date
Event
Data Strategy Expert Talk, Bosch GmbH
Location
Stuttgart

Presentation about machine learning operations best practices along the data science lifecycle at the “Data Strategy Expert Talk, Bosch GmbH”.

  • What is a feature store?
  • Popular machine learning platform solutions.
  • Overview about MLFLow.
  • Kubeflow components.
  • Demo of MLOps in Microsoft Azure (reference architecture)
Avatar
Jan Kirenz
Professor

I’m a data scientist educator and consultant.