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Google ADK Masterclass: Build Advanced Multi-Agent AI System
107 students
Google ADK Masterclass: Build Advanced Multi-Agent AI System
Master Agentic AI: Build, Enhance, Orchestrate a Team of Intelligent Agents Using the Google Agent Development Kit (ADK)
Created byGopi Donthireddy
Last updated 5/2026
English
What you'll learn
- Build and run a functional, single AI agent from scratch using the Google ADK Agent Class and Runtime
- Design and assemble a sophisticated multi-agent system by implementing the "Agent-as-a-Tool" pattern with a central Orchestrator Agent
- Implement advanced sequential, iterative, and parallel workflows to manage complex tasks using the Sequential, Parallel and Loop Agents
- Construct a complete, end-to-end "Autonomous Event Genie" by assembling multiple specialized agents and workflows into a final capstone project
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Course content
9 sections • 36 lectures • 5h 33m total length
Requirements
- Basic to Intermediate Python Programming: The course involves creating classes (like the Agent Class ), custom tools , and implementing design patterns. Students will need a solid understanding of Python fundamentals, including functions, classes, and basic data structures, to be successful.
- Helpful but Not Required: Familiarity with Google Colab: While your setup lecture will guide them, a student who has used Google Colab or Jupyter notebooks before will have an easier time focusing on the course content.
- What You DON'T Need: Any prior experience with Google ADK or Agentic AI: The course is explicitly designed to take students from "Zero to a Multi-Agent System". It starts with beginner-level concepts and builds progressively through intermediate and advanced topics.
Description
Ready to build the future of AI? Dive into The Google ADK Masterclass and transform your Python skills into the ability to create truly autonomous, multi-agent AI systems from the ground up!
The landscape of Artificial Intelligence is rapidly evolving, and Agentic AI is leading the charge, enabling machines to plan, reason, and collaborate like never before. Google's Agent Development Kit (ADK) is the essential framework for bringing these next-generation AI agents to life. This comprehensive Python course isn't just about theory; it's your hands-on playbook for building sophisticated, real-world AI solutions.
Join me as we journey from foundational concepts to advanced AI agent orchestration. By the end of this Google ADK course, you will be able to:
Master Core ADK: Build and run your very first single AI agent using the ADK's core Agent class and Runtime.
Enhance Agent Capabilities: Create custom tools to extend your AI agents' functionality and apply powerful Specialist Agent design patterns.
Architect Multi-Agent Systems: Design and assemble a collaborative team of AI agents by implementing the innovative "Agent-as-a-Tool" pattern.
Control Advanced Workflows: Implement sophisticated sequential, iterative, and parallel workflows using SequentialAgent, LoopAgent, and ParallelAgent to manage complex tasks.
Build an Autonomous Project: Develop a complete, end-to-end "Autonomous Event Genie" as your capstone, showcasing a fully integrated multi-agent AI system.
Professional Interaction: Learn to interact with your deployed AI agents using the ADK Web UI and command-line tools.
Implement ADK Skills: Solve the "context window" problem for AI agents. Instead of stuffing every single instruction or manual into an agent's memory at once—which is expensive and confusing for the AI—ADK Skills allow an agent to load domain expertise only when it actually needs it
Callbacks: Understand the six callback hooks ADK provides, the golden rule of return values that controls whether a callback observes or intervenes, and the best practices for keeping callbacks focused, fast, testable, and safe in production.
This Google ADK Masterclass is perfect for:
Python Developers: Eager to leverage their existing skills to enter the cutting-edge field of Agentic AI and build autonomous systems.
AI/Machine Learning Engineers: Looking to expand beyond traditional models and master the multi-agent paradigm for more complex AI solutions.
Software Architects & Innovators: Interested in designing robust, intelligent systems with Google ADK.
Tech Enthusiasts: Ready to get hands-on with the future of AI and build truly collaborative AI agents.
Prerequisites - A basic to intermediate understanding of Python is all you need. We'll guide you through setting up your Google Colab environment and configuring your Gemini API keys seamlessly.
Don't miss out on mastering the technology that's reshaping how we interact with AI. Enroll in The Google ADK Masterclass today and start building the next generation of intelligent, autonomous AI agents!
Who this course is for:
- Python Developers looking to enter AI: Individuals with Python skills who want a structured path to building advanced, autonomous systems. The course takes them from a single beginner agent to a complex multi-agent system
- AI and Machine Learning Engineers: Professionals familiar with traditional AI/ML who want to learn the new paradigm of Agentic AI. The course provides hands-on experience in building agent teams and advanced workflows
- Software Architects and Senior Developers: Those interested in learning new system design patterns like the "Specialist Agent" and "Agent-as-a-Tool" to construct sophisticated, multi-component applications.
- Tech Enthusiasts and Hobbyists: Anyone excited by the prospect of building autonomous agents who wants a project-based learning experience. The course is designed to go from "Zero" and culminates in building an "Autonomous Event Genie".