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Thursday, June 24 • 9:45am - 9:55am
Lightning Talk: Machine Learning Jenkins Plugins for Data Science - Shivay Lamba, Layer5

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Machine learning is a key technology used in various fields like Education, Science. Jenkins and its plugin ecosystem can play a key role in supporting, facilitating and accelerating the integration of ML workflow components and orchestrating their reproducible execution. Currently, Python and interactive computational notebooks are the dominant software tools for teaching, composing and executing machine learning workflows. However, interactive notebooks present significant limitations to the adoption of good software engineering principles (test-driven development, code versioning, reproducibility, etc) as well as scaling-up to data sizes typically used in DS production environments Integrating Machine Learning workflows with Jenkins build tasks. It integrates machine learning tasks and algorithms to build ML data systems that are easier to develop, test, deploy and maintain.

Speakers
avatar for Shivay Lamba

Shivay Lamba

Software Developer, Layer5
Shivay Lamba is a software developer specializing in DevOps, Machine Learning and Full Stack Development. He is an Open Source Enthusiast and has been part of various programs like Google Code In and Google Summer of Code as a Mentor and is currently a MLH Fellow. He has also worked... Read More →


Thursday June 24, 2021 9:45am - 9:55am EDT
  Continuous Delivery