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Data as Code Dremio Arctic: ML Experimentation-Reproducibility on the Lakehouse

Presented by

Dipankar Mazumdar, Developer Advocate, Dremio

About this talk

As more data consumers require access to critical customer and operational data in the data lake, data teams need solutions that enable multiple users to leverage the same view of the data for a wide range of use cases without impacting each other. In this episode of Gnarly Data Waves, we will discuss how the data as code capabilities in Dremio Arctic enable data scientists to: - Create a data science branch of the production branch for experimentation without creating expensive data copies or impacting production workloads - Easily work and collaborate cross-functionally with other data consumers and line of business experts - Quickly reproduce models and results by returning to previous branch states with tags and commit history
Dremio

Dremio

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Dremio is the easy and open data lakehouse platform.
Dremio is the easy and open data lakehouse, providing self-service analytics with data warehouse functionality and data lake flexibility across all of your data. Dremio increases agility with a revolutionary data-as-code approach that enables Git-like data experimentation, version control, and governance.
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