Presentation: CI/CD for Machine Learning

Track: Machine Learning for Developers

Location: Pacific LMNO

Duration: 10:35am - 11:25am

Day of week: Wednesday

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Abstract

Machine Learning is now widely used across our industry, yet we have very limited tooling when it comes to automating the ML model versioning, testing, and release. We will show how a CI/CD pipeline for ML can greatly improve both your productivity and the reliability of your software.

Speaker: Sasha Rosenbaum

Program Manager on the Azure DevOps Engineering Team @Microsoft

Sasha is a Program Manager on the Azure DevOps engineering team, focused on improving the alignment of the product with open source software.

Sasha is a co-organizer of the DevOps Days Chicago and the DeliveryConf conferences, and recently published a book on Serverless computing in Azure with .NET.

Find Sasha Rosenbaum at

Tracks

Monday, 11 November

Tuesday, 12 November

Wednesday, 13 November