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Applying DevOps Practices in Data and ML Engineering
# DevOps
# Versatile Data Kit
# Productionize

Modern Data and ML engineering needs to be agile and able to quickly respond to a changing business landscape without sacrificing necessary data quality.

DevOps revolutionized Software engineering with its adoption of agile, lean practices, and fostering collaboration. We can see the same need to happen for Data Engineering as well.

We will go over how we can adopt the best DevOps practices in the space of data engineering. And what are the challenges in adopting them considering the different skill sets of the data engineers and the different needs?

We will show and demonstrate together how a new open source project Versatile Data Kit (https://github.com/vmware/versatile-data-kit) answers those questions. We will create an end-to-end data pipeline, and productionize it quickly and efficiently.

Speakers
Antoni Ivanov
Antoni Ivanov
Software Engineer @ VMWare
Antoni Ivanov
Antoni Ivanov
Software Engineer @ VMWare
Agenda
4:00 PM
4:15 PM
Opening / Closing

Musical Intro

4:15 PM
4:55 PM
Presentation

Applying DevOps Practices in Data and ML Engineering

Modern Data and ML engineering needs to be agile and able to quickly respond to a changing business landscape without sacrificing necessary data quality.

DevOps revolutionized Software engineering with its adoption of agile, lean practices, and fostering collaboration. We can see the same need to happen for Data Engineering as well.

We will go over how we can adopt the best DevOps practices in the space of data engineering. And what are the challenges in adopting them considering the different skill sets of the data engineers and the different needs?

We will show and demonstrate together how a new open source project Versatile Data Kit (https://github.com/vmware/versatile-data-kit) answers those questions. We will create an end-to-end data pipeline, and productionize it quickly and efficiently.

+ Read More
Antoni Ivanov
4:55 PM
5:00 PM
Opening / Closing

Q&A

5:00 PM
5:15 PM
1:1 networking

Networking

Event has finished
October 05, 4:00 PM, GMT
Online
Hosted by
MLOps Community
MLOps Community
Event has finished
October 05, 4:00 PM, GMT
Online
Hosted by
MLOps Community
MLOps Community