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Machine Learning Operations (MLOps) for Generative AI

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Machine Learning Operations (MLOps) for Generative AI

30 minutes Intermediate universal_currency_alt No cost

This course is dedicated to equipping you with the knowledge and tools needed to uncover the unique challenges faced by MLOps teams when deploying and managing Generative AI models, and exploring how Vertex AI empowers AI teams to streamline MLOps processes and achieve success in Generative AI projects.

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Course Info
Objectives
  • Recognize the evolution of MLOps
  • Explore the MLOps framework for Generative AI
  • Explain the unique challenges of Generative AI
  • Explore how Vertex AI empowers AI teams
Prerequisites
Working proficiency with Python on topics covered in the Google Crash Course on Python. Prior experience with foundational machine learning concepts and building machine learning solutions on Google Cloud as covered in Machine Learning on Google Cloud and Machine Learning Operations (MLOps) Getting Started v.2.0.
Audience
Intermediate
Available languages
English
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