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Learn how to integrate DevOps practices into machine learning workflows during this 54-minute conference session from AWS re:Invent 2024. Discover methods for building, training, and deploying ML models using DevOps principles while addressing common challenges in the ML development lifecycle. Gain insights into streamlining collaboration between data engineers, data scientists, software developers, and operations teams through effective tools, automation, processes, and teamwork. Master the fundamentals of MLOps engineering on AWS to enhance agility and efficiency in machine learning projects.
Syllabus
AWS re:Invent 2024 - Introduction to MLOps engineering on AWS (TNC207)
Taught by
AWS Events