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Artificial Intelligence
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Grow with Google

Machine Learning Operations (MLOps) for Generative AI

  • up to 1 hour
  • Intermediate

This course equips you with the knowledge and tools to tackle the unique challenges faced by MLOps teams when implementing generative AI models. Learn how Vertex AI empowers AI teams to optimize MLOps processes and achieve success in generative AI projects.

  • MLOps framework
  • Generative AI challenges
  • Vertex AI capabilities

Overview

In this course, you will explore the evolution of MLOps and its application in generative AI. You will learn about the MLOps framework for generative AI, understand the unique challenges of generative AI, and discover how Vertex AI strengthens AI teams. This course is designed to boost your cloud career by showcasing the skills you develop.

  • Web Streamline Icon: https://streamlinehq.com
    Online
    course location
  • Layers 1 Streamline Icon: https://streamlinehq.com
    Spanish
    course language
  • Professional Certification
    upon course completion
  • Self-paced
    course format
  • Pre-recorded classes
    delivered online

Who is this course for?

Cloud Professionals

Individuals working in cloud environments looking to enhance their skills in MLOps for generative AI.

Data Scientists

Data scientists interested in understanding the unique challenges of implementing generative AI models.

AI Engineers

Engineers focused on AI who want to optimize MLOps processes using Vertex AI.

Gain a competitive edge in the cloud industry by mastering MLOps for generative AI. This course covers essential topics like the MLOps framework and Vertex AI, tailored for cloud professionals and AI engineers. Enhance your career by showcasing your expertise in optimizing AI processes.

Pre-Requisites

1 / 3

  • Proficiency in Python as covered in Google Crash Course on Python

  • Basic understanding of machine learning concepts

  • Experience with creating machine learning solutions on Google Cloud

What will you learn?

Introduction to MLOps
Recognize the evolution of MLOps and its significance in AI projects.
MLOps Framework for Generative AI
Explore the framework and methodologies for implementing MLOps in generative AI.
Challenges of Generative AI
Understand the unique challenges faced by teams working with generative AI models.
Empowering AI Teams with Vertex AI
Learn how Vertex AI can be used to strengthen AI teams and optimize MLOps processes.

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