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Orchestrating Machine Learning Workflows with Prefect

MLOps community meetup #95! On February 23, we will be talking to Kevin Kho, Open Source Community Engineer of Prefect, about Orchestrating Machine Learning Workflows with Prefect.

// Abstract:Prefect is a general-purpose workflow orchestration management system that enables users to build, run, and monitor data pipelines at scale. In this talk, Kevin will show how to orchestrate a full ML hyperparameter grid search pipeline over a Dask cluster. Other tools included will be Pandera, Tune, and Evidently AI.

// Bio:Kevin Kho is an Open Source Community Engineer at Prefect, an open-source workflow orchestration management system. Previously, he was a data scientist for four years working in the energy and HR spaces. Outside of work, he is a contributor for Fugue, an abstraction layer for Pandas, Spark, and Dask. He also organizes the Orlando Machine Learning and Data Science Meetup.

Speakers
Kevin Kho
Kevin Kho
Open Source Community Engineer @ Prefect
Kevin Kho
Kevin Kho
Open Source Community Engineer @ Prefect
Agenda
5:00 PM
5:10 PM
Opening / Closing

Welcome and song

Improvised song and Intro of session

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5:12 PM
5:58 PM
Presentation

Prefect Workshop

Kevin Kho
6:00 PM
6:15 PM
1:1 networking

Networking Discussions

Join a match to discuss the talk with fellow adendees.

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Event has finished
February 23, 5:00 PM, GMT
Online
Hosted by
MLOps Community
MLOps Community
Event has finished
February 23, 5:00 PM, GMT
Online
Hosted by
MLOps Community
MLOps Community