Making MLOps uncool again
- Speaker
- David de la Iglesia Castro
- Event
- PyDay BCN (2021)
- Date
- Type
- Workshop
- Language
- Spanish
- Topic
- Data science
- Length
- 75 minutes
About this talk
In this workshop we will learn how to build an “MLOps workflow” by extending the power of Git and GitHub. Using only open source tools and without the need of external platfforms or complicated infrastructure.
We will use [HuggingFace] (https://huggingface.co/) to train a model that automatically adds labels to GitHub issues and we will extend the power of Git with DVC and CML in order to build a living Data Registry and set up a Continuous Training and Deployment loop for our model.
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