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Freemiumintermediate19hText Generation
DevelopersAI EngineersData Scientists
Master building and deploying generative AI apps on Google Cloud with prompt engineering, LLMs, and MLOps on Vertex AI.

Overview

This intermediate course guides you through creating, deploying, and scaling generative AI applications using Google Cloud's powerful Vertex AI platform. You will gain expertise in prompt engineering, working with large language models (LLMs), and implementing robust MLOps practices tailored for generative AI workflows. The curriculum covers foundational concepts, practical application development, and ethical considerations. Designed for developers, AI engineers, and data scientists, this course empowers you to leverage Google Cloud services to build innovative Gen AI solutions.

Instructor

Karl Weinmeister

Head of Product, Google Cloud AI

Karl Weinmeister leads product development for Google Cloud AI, helping businesses leverage cutting-edge machine learning and artificial intelligence solutions.

Learning Outcomes

  • Apply prompt engineering techniques to optimize LLM performance
  • Develop and deploy generative AI applications on Google Cloud
  • Utilize Vertex AI for managing and scaling Gen AI models
  • Implement MLOps practices for generative AI workflows
  • Evaluate and fine-tune large language models
  • Understand ethical considerations in generative AI development