Data Science Meetup - August 2020 - Supercharge your data team with Docker Containers
*This event was hosted by our Data Science, Machine Learning & AI Meetup Group: https://www.meetup.com/Charlotte-Data...
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SPEAKER
Keith Dowd - Lead Data Scientist at Verizon Communications
TOPIC:
Supercharge your data team with Docker containers
ABSTRACT:
Have you ever struggled to recreate the output from a colleague’s data science experimentations or failed to deploy a trained model because it all blew up from missing packages, conflicting dependencies, and misconfigurations?
As a data scientist or machine learning practitioner, reproducibility is a key ingredient for sharing and deploying your professional outputs with your clients and stakeholders.
In this talk, Keith will demonstrate how to use Docker to containerize your data science projects to share and deploy in an easy, efficient, and bug-free way across all computing environments.