Name
MLOps: Deploying Your Machine Learning Models
Description
With the emergence of deep learning integrated into today's software products, a modern software development process needs an effective way to automatically test and deploy machine learning models as part of continuous delivery. In this presentation, Coveros CEO Jeffery Payne introduces deep learning AI models and how to effectively test and deploy them as part of product development. Approaches to testing models will be discussed as well as how to automate your deployment process when machine learning is part of your product. Steps toward a mature MLOps process will be discussed to help participants begin improving their MLOps process.
Speakers
Date & Time
Tuesday, July 23, 2024, 9:00 AM - 10:15 AM
Location Name
Texas 2-3
Session Type
Talk
Track
Technology for All
Learning Level
Learning
Learning Objectives
1. Attendees will understand what MLOps is all about
2. Attendees will learn the business challenges MLOps addresses
3. Attendees will gain a working knowledge of the array of open source tools available to automate your MLOps process
4. Attendees will understand what an end-to-end MLOps process looks like
2. Attendees will learn the business challenges MLOps addresses
3. Attendees will gain a working knowledge of the array of open source tools available to automate your MLOps process
4. Attendees will understand what an end-to-end MLOps process looks like
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