Skill up on AI today.

AI isn’t a future state. It’s here to stay. With more than a decade of AI innovation and integration in the cloud, Google is your trusted partner in navigating this new reality.

What’s in this learning path?

This Generative AI learning path guides you through a curated collection of content on Generative AI products and technologies, from the fundamentals of Large Language Models to how to create and deploy generative AI solutions on Google Cloud.

Overview

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 Gemini and PaLM APIs, 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. You will also explore available models in Vertex AI Model Garden.

Skills Covered

  • Understand the efficiency challenges in a developer workflow and how generative AI can make developers more efficient.
  • Use Gemini Code Assist to more efficiently write code for your applications.
  • Use Gemini in Google Cloud to quickly summarize your application logs.
  • Explain the fundamentals of prompt design when using Gemini Code Assist.
  • Integrate the Gemini and PaLM APIs in your applications to use generative AI.
  • Explore available models in Vertex AI Model Garden.

Prerequisites

Target Audience

AI/ML professionals

Course Curriculum

Module 1: Developer Efficiency on Google Cloud

  • Developer workflows and efficiency challenges
  • Developer efficiency on Google Cloud
  • AI-powered developer tools on Google Cloud
  • Developer workflows with LLMs
  • 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)

Using Gemini Throughout the Development Lifecycle

  • Introduction to Gemini for Google Cloud
  • Cloud Code and Gemini Code Assist
  • Generating and completing code by using Gemini Code Assist
  • Understanding logs using Gemini
  • Use Gemini Code Assist to more efficiently write code for your applications.
  • Use Gemini in Google Cloud to quickly summarize your application logs.
  • Lab: Using Gemini Throughout the Software Development Lifecycle

Module 3: Prompt Design for Gemini

  • Why prompt design is important
  • General prompt design tips
  • Prompt design for Gemini
  • Explain the fundamentals of prompt design when using Gemini Code Assist.
  • Lab: Prompt Design for Gemini Code Assist

Module 4: Leveraging Codey in Developer Workflows

  • Vertex AI Gemini and PaLM API
  • Code generation and completion with Codey
  • Vertex AI Studio
  • Using the Codey API in your code
  • Fine-tuning Codey for specific use cases
  • Use the Vertex AI Gemini API, PaLM API, and Codey for code generation.
  • Integrate Codey into applications by using the API.
  • Fine-tune Codey for specific use cases.
  • Lab: Leveraging Codey in Your Applications

Module 5: Discovering Model APIs Using Vertex AI Model Garden

  • Vertex AI Model Garden
  • Model types and solutions
  • Model Registry and model deployment
  • Fine-tuning models
  • Understand the role of Vertex AI Model Garden.
  • Explore models available in Vertex AI Model Garden.
  • Lab: Exploring Vertex AI Model Garden

Dates & Locations

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Exam & Certification

Note: There is no exam directly associated with this course. However, Google Cloud offers an extensive portfolio of industry-recognized certifications that can help you stand out as a tech professional in 2025 and beyond. Obtaining a Google Cloud certified credential is one of the most effective ways to validate your skills and accelerate your career.

With our expert-led training, you’ll be prepared to:

  • Master in-demand capabilities across Cloud, Data & AI, and Cybersecurity — areas driving global digital transformation.
  • Prove your expertise with a globally respected credential recognized by employers worldwide.
  • Advance your career by enhancing your credibility, increasing your earning potential, and opening doors to new opportunities.

Explore our full range of Google Cloud certifications and start building the skills that matter today.

Training & Certification Guide

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