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YouTube

SciCLOps - Databricks Quick Start for Machine Learning with DABs

Databricks via YouTube

Overview

Explore a 28-minute conference talk showcasing SciCLOps, a tool developed to enhance workflow reuse and standardization across data engineering, machine learning, and data science using Databricks Asset Bundles (DABs). Learn how the combination of DABs, Terraform, Github Actions, and a service catalog has revolutionized Databricks environment management, workflow standardization, and project support. Discover the impact of SciCLOps on onboarding speed and time to production through a demonstration and insights from the development journey. Gain valuable knowledge from Cloud Engineer Connor Brown and Data Engineer Tara Enright of 84.51Ëš as they share their experiences and observations in building this innovative tool.

Syllabus

SciCLOps: Databricks Quick Start for Machine Learning, Powered by DABs

Taught by

Databricks

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