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SciCLOps - Databricks Quick Start for Machine Learning with DABs

Offered By: Databricks via YouTube

Tags

Databricks Courses Data Science Courses Machine Learning Courses Terraform Courses GitHub Actions Courses Data Engineering Courses

Course Description

Overview

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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 84.51˚ 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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