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Supercharging MLOps with the Petuum Platform

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

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MLOps Courses Artificial Intelligence Courses Machine Learning Courses Distributed Systems Courses Scalability Courses

Course Description

Overview

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Discover innovative approaches to streamline MLOps in this conference talk from MLOps World: Machine Learning in Production. Explore the Petuum Platform's capabilities in transforming machine learning operations from ad hoc integrations to a standardized, assembly-line process. Learn about Composable, Automatic, and Scalable ML (CASL) innovations developed in collaboration with top universities. Gain insights from industry experts Aurick Qiao, Tong Wen, and Zhengzhong Liu as they discuss how to address gaps in end-to-end automation, scalability, and management of AI/ML applications. Understand how the Petuum Platform enables quick and flexible composition of ML applications and infrastructure using reusable building blocks, revolutionizing the MLOps landscape.

Syllabus

Supercharging MLOps with the Petuum Platform


Taught by

MLOps World: Machine Learning in Production

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