Open-Source Spotlight - Evidently AI - Emeli Dral

Evidently AI - Open-Source Machine Learning Monitoring

00:00 Introduction
00:49 Evidently
02:20 Demo: using Evidently from Jupyter
03:12 Preparing the dataset
04:58 Building a dashboard
09:27 Saving and shading the dashboard
10:30 Creating profiles: saving dashboards to JSON
11:30 Where to find examples
12:42 Integrating with MLFlow
13:02 Contributing to Evidently
13:23 How many people are working on it
13:57 Plan
15:20 Hiring
15:42 Using Evidently for model comparison
16:35 Advice: monitor your ML job


Links:

- https://evidentlyai.com/
- https://github.com/evidentlyai/evidently


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