Generative AI is now at the center of transforming how software is designed, built, run, and managed. For developers, generative AI is a powerful tool for making coding more efficient and using APIs, such as the PaLM API, within their applications.
In this course, you are introduced to how generative AI can be used to make developers more efficient at writing code and implementing new features into applications. Along the way, you learn principles of prompt design and how to explore the different models available on Google Cloud by using Vertex AI Model Garden.
Objectives
In this course, participants will learn the following skills:
- Understand the efficiency challenges in a developer workflow and how generative AI can make developers more efficient.
- Use Duet AI in Cloud Code to more efficiently write code for your applications.
- Use Duet AI in Google Cloud to quickly summarize your application logs.
- Explain the fundamentals of prompt design when using Duet AI in Cloud Code.
- Integrate the PaLM API in your applications to use generative AI.
- Explore available models available in Vertex AI Model Garden.
Audience
Audience
This course is intended for the following participants:
- Application developers and others who wish to understand how generative AI on Google Cloud can make development more efficient.
Prerequisites
To get the most of out of this course, participants should have:
- Have completed Google Cloud Fundamentals: Core Infrastructure or have equivalent experience.
Duration
1 day
Investment
Check the next open public class in our enrollment page. If you are interested in a private training class for your company, contact-us.
Course Outline
- Describe efficiency challenges that developers face.
- Understand how AI-powered tools on Google Cloud can improve developer efficiency.
- Describe developer workflows when using large language models (LLMs).
- Use Duet AI in Cloud Code to more efficiently write code for your applications.
- Use Duet AI in Google Cloud to quickly summarize your application logs.
- Explain the fundamentals of prompt design when using Duet AI in Cloud Code.
- Use the Vertex AI PaLM API and Codey for code generation.
- Integrate Codey into applications by using the API.
- Fine-tune Codey for specific use cases.
- Understand the role of Vertex AI Model Garden.
- Explore models available in Vertex AI Model Garden.