Build Generative AI Agents with Vertex AI and Flutter course Syllabus
Full curriculum breakdown — modules, lessons, estimated time, and outcomes.
This course provides a hands-on introduction to building generative AI agents using Google Cloud's Vertex AI and integrating them into mobile applications with Flutter. Designed for developers interested in AI-powered mobile solutions, the curriculum spans approximately 8–12 weeks of part-time study, with each module combining conceptual learning and practical implementation. You'll progress from foundational AI agent concepts to deploying a fully functional AI-integrated Flutter app. The course emphasizes real-world development skills, including API integration, prompt engineering, and cloud-to-mobile workflows, culminating in a final project that demonstrates end-to-end proficiency.
Module 1: Introduction to Generative AI Agents
Estimated time: 10 hours
- Understanding AI agents and their role in modern applications
- Exploring generative AI and large language models
- Common use cases for AI agents: chatbots, virtual assistants
- Overview of cloud platforms in AI development
Module 2: Vertex AI Fundamentals
Estimated time: 15 hours
- Accessing and configuring Vertex AI services
- Deploying generative AI models on Vertex AI
- Integrating Vertex AI APIs into applications
- Applying prompt engineering techniques for better responses
Module 3: Flutter Integration with AI Services
Estimated time: 15 hours
- Building Flutter user interfaces for AI interactions
- Connecting Flutter apps to Vertex AI APIs
- Handling real-time user inputs and AI responses
- Developing responsive AI-powered mobile features
Module 4: Building AI Agents & Intelligent Workflows
Estimated time: 15 hours
- Designing conversational AI agents with task automation
- Implementing structured prompts and response logic
- Managing AI-driven application workflows
- Optimizing performance and user experience
Module 5: Final Project
Estimated time: 10 hours
- Develop a complete Flutter app with integrated generative AI agent
- Deploy and test AI-driven features using Vertex AI
- Refine prompts and interaction logic based on testing
Prerequisites
- Basic programming knowledge (Dart or similar language preferred)
- Familiarity with mobile app development concepts
- Access to Google Cloud account for hands-on labs
What You'll Be Able to Do After
- Build and deploy generative AI agents using Vertex AI
- Integrate AI capabilities into Flutter applications
- Apply prompt engineering to improve AI responses
- Connect mobile apps with cloud-based AI services via APIs
- Demonstrate end-to-end development of AI-powered mobile apps