Target Audience

Who should attend?
Application developers looking to leverage Generative AI in their applications.
Machine learning professionals helping create and refine GenAI-powered solutions

COURSE AGENDA

Generative AI on Vertex AI

  • Introduction to Vertex AI on Google Cloud and its role in Generative AI.
  • Explore various Generative AI options available on Google Cloud.
  • Understand the course use case: interactive chat models for applications.

Gen AI Studio

  •  Introduction to Gen AI Studio: Learn the interface and capabilities.
  • Explore the available models and their diverse use cases.
  • Design and test prompts in the Cloud Console for effective integration.
  • Understand data governance in Gen AI Studio.
  • Lab: Get started with Vertex AI and the Gen AI Studio UI.

Prompt Design

  • Learn the importance of prompt design for optimal model performance.
  • Differentiate between zero-shot, one-shot, and few-shot prompting strategies.
  • Understand the impact of providing additional context and examples in prompts.
  • Follow best practices for crafting effective prompts.
  • Lab: Apply prompt design for multi-turn chat in Gen AI Studio.

Implementing the PaLM API

  • Lab: Get started with the Vertex AI PaLM API and the Python SDK.
  • Introduction to the PaLM API and how to use it for generative models.
  • Learn how to configure model parameters for multi-turn chat applications.
  • Lab: Integrate a chatbot into your application using the PaLM API.

Model Parameters & Output

  • Revisit and fine-tune model parameters for effective chatbot performance.
  • Learn how to optimize model parameters for different use cases and requirements.
  • Understand the model output and explore Responsible AI principles to ensure ethical use of AI.

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