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CNCF [Cloud Native Computing Foundation]

Data Science Workflows Made Easy: Python-Powered Argo for Your Organization

CNCF [Cloud Native Computing Foundation] via YouTube

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Overview

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Learn to enhance data science workflow development in this 25-minute conference talk that showcases Hera, a Python SDK for Argo Workflows. Master Python-based workflow creation by focusing on business logic integration while working in a familiar Python environment. Discover how to construct Argo Workflows effortlessly using straightforward Python code for managing template parameters, data passing, and fan-out operations. Explore advanced Hera capabilities, including pre-build hooks, to customize configurations according to organizational requirements. Gain insights into best practices for building efficient Python workflows, automating developer setups, and streamlining CICD tasks to achieve enhanced automation and productivity in your workflow processes.

Syllabus

Data Science Workflows Made Easy: Python-Powered Argo for Your Organ... Elliot Gunton & Flaviu Vadan

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CNCF [Cloud Native Computing Foundation]

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