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02-experiment-tracking

2. Experiment tracking and model management

2.1 Experiment tracking intro

2.2 Getting started with MLflow

Note: in the videos, Cristian uses Jupyter in VS code and runs everything locally

But if you set up a VM in the previous module, you can keep using it and use the usual Jupyter from your browser. There's no significant difference between using Jupyter with VS code and without

2.3 Experiment tracking with MLflow

2.4 Model management

2.5 Model registry

2.6 MLflow in practice

2.7 MLflow: benefits, limitations and alternatives

2.7 Homework

More information here.

Weights & Biases Workshop

More information here

Notes

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