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Agile Austin Meetup: DevOps SIG – MLOps…What is it and how to implement it?

February 5, 2020 @ 12:00 pm - 1:30 pm

Topic: MLOps – What is it and how to implement it?

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Abstract
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With the rise of AI and Machine Learning, organizations recognize the need to develop and deploy machine learning models quickly and efficiently throughout the enterprise. However, according to recent surveys, as many as 70% of machine learning models fail to make it to production. Though the reasons for this vary, many issues stem from challenges with managing the machine learning model lifecycle. Inspired by DevOps, Machine Learning Operations (or MLOps) seeks to address these issues by providing a robust and reliable framework for machine learning model development, deployment, and upkeep. Austin and Moe will provide an overview of MLOps and a demo of one of the popular open-source MLOps projects, MLFlow.

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Anyone’s office around downtown? Nice! We’ll meet at BAH Office in Capital Factory, so give those legs a stretch (or hop on a Scooter).

Venue: 701 Brazos Street, Suite 800, floor 8

See you soon!

Speaker: Austin Hagerty

Austin is Chief Data Scientist for Booz Allen Hamilton. He has over 20 years of experience in technology and data, working in various roles in technology delivery and leadership. He currently heads analytics for the Austin region for Booz Allen Hamilton, overseeing the data science function and leading business development. He holds a Master’s Degree in Data Science from the University of Wisconsin La Crosse. His areas of interest include Natural Language Processing (NLP) and Machine Learning Operations (MLOps). In addition to his work at Booz Allen, Austin teaches data science bootcamps at the University of Texas at Austin.

DevOps SIG Info:

More information and communication may be found at the SIG’s Google Group: http://groups.google.com/group/agileaustin-devops.
Food and Drink will be provided courtesy of Agile Austin.

Seating is limited!

Please make sure that you are able to attend this session. Seating is limited and on a first-come, first-served basis. We want to give everyone the opportunity to attend, so please only sign up if you are committed to attending.

For more information/questions, please send email to:
devopssig@agileaustin.org.

Venue

Booz Allen Hamilton
701 Brazos Street Suite 800
Austin, TX United States

Organizer

Agile Austin
View Organizer Website