Discuss the value of MLOPs for production systems and how it relates to DevOps
Recognize common machine learning platform patterns and the problems they seek to solve
Explain the model development lifecycle
Define and identify common machine learning frameworks
Discuss the value proposition and goal of the universal training operator
Research and select a Kubeflow distribution based on your needs or, at the very least, have an informed conversation with a vendor.
Launch and leverage a Kubeflow Notebook.
Launch a primary Kubeflow pipeline.
Discuss additional popular Kubeflow integrations.
Familiarize yourself with Katib and Hyperparameter tuning