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Understanding Foundation Models: A New Paradigm for Building and Productizing AI Systems

Offered By: MLOps World: Machine Learning in Production via YouTube

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Foundation Models Courses Artificial Intelligence Courses Machine Learning Courses Computer Vision Courses MLOps Courses Transfer Learning Courses Generative AI Courses Fine-Tuning Courses

Course Description

Overview

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Explore the concept of Foundation Models as a new paradigm for building AI systems in this 33-minute conference talk from MLOps World: Machine Learning in Production. Delve into the bold concept introduced by Stanford researchers in 2021 and discover practical ways for companies to leverage foundation models today. Learn from Hagay Lupesko, VP of SW Engineering at MosaicML, as he shares insights from his 15 years of experience in software engineering across various domains, including 3D medical imaging, global scale web systems, and deep learning systems used by tech giants like Meta and Amazon. Gain valuable knowledge on making ML training efficient, fast, and simple as you unpack this transformative approach to AI system development.

Syllabus

Understanding Foundation Models a New Paradigm for Building and Productizing AI systems


Taught by

MLOps World: Machine Learning in Production

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