Dear colleagues,
I’m excited to share my new tutorial video on using the Kedro-MLflow plugin to tackle reproducibility challenges in ML workflows. In the video, I cover:
• How Kedro and MLflow work together to streamline data science projects
• An overview of Kedro pipelines, project structure, and visualization with kedro-viz
• Practical demonstrations using the spaceflights tutorial example
• Tips and insights for both new and experienced Kedro users
Watch the video here:
https://youtu.be/mIfJR3CdBUE▾
A special thanks to @Yolan Honoré-Rougé for the invaluable help on this project!
Hope you find it useful and insightful. Looking forward to your feedback!
K 8
mlflow 8
🤩 10
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Juan Luis
02/13/2025, 12:59 PM
omg 1 hour of video, no less! I had a very quick look at this and all I can say is: amazing job @Олег Литвинов 👏🏼
❤️ 1
Juan Luis
02/13/2025, 1:00 PM
love the Excalidraw diagrams at the start. do you plan to expand on the Kafka and Sagemaker ideas? 😄
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Олег Литвинов
02/13/2025, 1:00 PM
@Juan Luis thank you very much! I've spend more than an hour on your videos as well 😆
😄 1
Олег Литвинов
02/13/2025, 1:00 PM
yes, why not. if there is a demand\interest on the integrations, this may be an challenging topic for me to dive into