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Human-Friendly, Production-Ready Data Science with Metaflow - Ville Tuulos

Open Data Science via YouTube

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Overview

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This talk introduces Metaflow for creating and deploying machine learning workflows. It walks through a simple workflow and project lifecycle, including Metaflow Cards and graceful failure handling.

Syllabus

- Introductions & Opening
- Recommendations
- What’s Common in ML Projects
- MetaFlow
- Project Lifecycle
- A Simple Metaflow Workflow
- Metaflow Cards
- Handle Failures Gracefully Whenver Possible…
- Lessons Learned
- Curious to learn more?

Taught by

Open Data Science

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