Duration

1 days.

Prerequisites

  • Programming in Python
  • Leveraging APIs in applications
  • Basic familiarity with Google Cloud and Vertex AI as covered in the "Google Cloud Big Data and Machine Learning Fundamentals" course

Skills Gained

  • Understand Vertex AI generative AI options for your applications
  • Explore Gen AI Studio to interact with foundation models
  • Design and tune chat prompts for your Generative AI use cases
  • Understand the effect of changing PaLM API parameters on model responses
  • Implement the PaLM API into your applications using the Python SDK

Who Can Benefit?

Application developers leverage Generative AI in their applications and machine learning practitioners supporting the development of GenAI-powered applications.

    Outline for Interactive Chat for Applications using Gen AI Studio Training

    Course Outline

    Generative AI on Vertex AI

    • Vertex AI on Google Cloud
    • Generative AI Options on Google Cloud
    • Introduction to the Course Use Case (Interactive Chat)

    Gen AI Studio

    • Introduction to GenAI Studio
    • Available models and use cases
    • Designing and testing prompts in the Cloud Console
    • Data governance in GenAI Studio
    • Lab: Getting started with Vertex AI Gen AI Studio's User Interface

    Prompt Design

    • Why is prompt design so important?
    • Zero-shot, one-shot and few-shot prompting
    • Providing additional context and examples
    • Best practices
    • Lab: Prompt Design for Multi-turn Chat in Gen AI Studio

    Implementing the PaLM API

    • Lab: Getting Started with the Vertex AI PaLM API & Python SDK
    • Introduction to the PaLM API
    • Utilizing generative models using the Python SDK
    • Understanding model parameters for multi-turn chat
    • Lab: Use the PaLM API to add a chatbot to your application

    Model Parameters and Output

    • Revisit model parameters for chatbots
    • Optimizing model parameters for different use cases
    • Model output and Responsible AI
    05/31/2024 - 05/31/2024
    09:00 AM - 05:00 PM
    Eastern Standard Time
    Online Virtual Class
    USD $900.00
    Enroll