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Streaming Featurization with Ibis, Substrait and Apache Arrow

Open Data Science via YouTube

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Overview

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This talk examines how Two Sigma and Voltron Data use Ibis, Substrait, and Apache Arrow to improve real-time streaming featurization. It discusses interoperable data representations, high-level processing APIs, multiple execution engines, and performance-oriented data systems.

Syllabus

- Introductions
- How I Met Wes McKinney
- Timeline of Open Source Data Science at TS
- Featurization Challenges
- About Wes McKinney
- Apache Arrow
- Ibis
- Substrait
- One Data Science Interface; Many Data Engines
- Look Ahead

Taught by

Open Data Science

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