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In this workshop, we will learn what it means and how to build an "MLOps workflow" by extending the power of Git and GitHub with open-source tools. At the end of the workshop, we will have a workflow that covers the entire lifecycle of a Machine Learning model, from data labeling to monitoring predictions.

Without the need for external platforms or complicated infrastructure, the workshop only requires a web browser in order to follow from start to finish.

David

Affiliation: iterative.ai

Software Engineer at iterative.ai, working on open source tools like DVC and DVCLive. Previously, senior computer vision researcher.

visit the speaker at: Github