Google AI Agent Course: Comprehensive Guide to Learning and Building Intelligent Systems with Google Cloud
Google AI Agent Course: Unlocking the Future of Intelligent Systems with Google Cloud
Estimated reading time: 10 minutes
Key Takeaways
Google AI agent courses offer comprehensive paths to master building intelligent agents on Google Cloud.
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- Core technologies taught include Vertex AI Agent Builder, Gemini Enterprise, and the Agent Development Kit (ADK).
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- Courses range from developer-focused to strategic leadership, suitable for diverse audiences.
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- Hands-on labs, coding intensives, and conceptual training prepare learners for real-world AI agent applications.
- Learning these skills unlocks powerful automation and multi-agent collaboration possibilities across industries.
Table of contents
What is a Google AI Agent Course?
The Google AI agent course refers broadly to a suite of learning resources created or supported by Google, designed to teach how to build and deploy AI agents. These courses explore agentic AI, a branch of artificial intelligence where agents exhibit autonomy, memory, tool use, and multi-agent collaboration—going beyond traditional large language models (LLMs) like chatbots.
Google’s offering centers around core technologies and platforms such as:
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- Vertex AI Agent Builder: A Google Cloud tool to build, train, and deploy intelligent agents within scalable cloud environments.
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- Gemini Enterprise: Google’s advanced suite of AI models, enabling conversational, document-centric, and enterprise-grade agent solutions.
- Agent Development Kit (ADK): A toolkit to create multi-agent systems with orchestration and fine-grained control over agent behavior.
Whether you’re a developer, technical architect, or business leader, Google offers diverse course options depending on your goals—ranging from deep technical training to strategic leadership insights.
1. Understand Google Cloud Agents (Coursera)
If you’re a developer or cloud architect eager to build production-grade AI agents on Google Cloud, the *Understand Google Cloud Agents* course on Coursera is your premier starting point. Released in November 2025 and created by Google Cloud Training, this course dives deep into the core platforms and frameworks for AI agents, including Vertex AI Agent Builder and Gemini Enterprise.
Course Structure & Content
The Coursera course unfolds over 8 detailed modules, blending video lessons, quizzes, and hands-on labs—ensuring you not only learn concepts but also apply them practically.
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- Foundations & Use Cases: This opening module revisits large language models (LLMs), grounding techniques like Retrieval-Augmented Generation (RAG), and introduces a central enterprise use case to illustrate agent applications.
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- Conversational Agents & Gemini Enterprise: Learn about Gemini Enterprise’s capabilities to boost employee productivity with intelligent assistants. You’ll build your first basic conversational agent, gaining practical skills in conversational AI design.
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- Vertex AI Agent Builder: Discover how to build and ground AI agents by integrating generators and data stores for intelligently informed decisions. You also learn to embed your agent within web applications.
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- Agent Development Kit (ADK): Gain experience crafting multi-agent systems, orchestrating agents with tools, and mastering patterns that connect agents working collaboratively on complex tasks.
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- Security & Deployment: Understand Google Cloud’s enterprise-grade security framework. Learn how to handle authentication, authorization, deployment pipelines, and best practices for secure production environments.
- Course Summary: The final wrap-up ensures you can design, build, and deploy scalable, secure AI agent solutions on Google Cloud.
Skills and Tools Covered
The course emphasizes:
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- Generative AI agents and Large Language Models (LLMs)
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- Prompt engineering specifically tailored for Gemini and agent applications
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- Google Cloud’s enterprise security and responsible AI principles
- Multi-agent orchestration with the Agent Development Kit (ADK)
Format and Certification
This self-paced program includes 6 assignments, intermittent quizzes, and hands-on labs. Upon completion, learners receive a certificate endorsed by Coursera and Google Cloud—an excellent credential for professionals working with AI agents.
Learn more and enroll here: Understand Google Cloud Agents – Coursera.
2. 5-Day AI Agents Intensive Course with Google (Kaggle)
Want to dive into an intensive, hands-on deep-dive focused on building AI agents in code? The free 5-Day AI Agents Intensive Course on Kaggle, hosted in collaboration with Google, offers exactly that. It’s perfect for developers who want to get their hands dirty with Gemini ADK and multi-agent orchestration using Python.
Course Highlights
This course is distinctly project-driven. Each day builds on previous learnings with practical coding exercises in Kaggle notebooks integrated with Google’s Gemini and ADK tools.
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- Day 1 – Introduction to Agents: Explore what makes an AI agent different from a simple chatbot: autonomy, reasoning loops, and collaboration capabilities.
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- Day 2 – Tools & Multi-Tool Agents: Learn how to convert Python functions into “agent tools” and create multi-tool agents capable of performing various distinct actions.
- Days 3 to 5 – Multi-Agent Systems & Capstone: Build hierarchical agent structures where agents act as tools in other agents. Practice multi-agent orchestration, like combining research and summary agents. Finish with a capstone project that ties all knowledge together.
Coding Environment
Everything is done in Kaggle notebooks—cloud-based, shared development environments allowing instant execution of code alongside detailed instructions.
Supplemental Resources
For learners who appreciate guided walkthroughs, a series of YouTube tutorials lead you step-by-step through each day’s assignments, including this introduction: Day 1 (Introduction to Agents) – YouTube.
This course is not only free but also provides the possibility to earn course certificates and even swag for top submissions, making it an engaging way to learn.
Explore the course and start coding here: 5-Day AI Agents Intensive – Kaggle.
3. Gen AI Agents: Transform Your Organization (Google Skills)
For business leaders and decision-makers interested in the strategic impact of AI agents, Google Skills offers the Gen AI Agents: Transform Your Organization course—part of the broader Gen AI Leader learning path.
What This Course Covers
Unlike the developer-focused technical training, this hour-long course is introductory and conceptual, focusing on how generative AI agents can revolutionize enterprise workflows.
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- Understand key components of gen AI agents, including models, reasoning loops, and connected tools.
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- Learn how to design custom AI agents tailored to solve specific business challenges.
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- Gain hands-on experience building a basic generative AI agent through a guided lab.
- Explore real-world organizational use cases showing transformation in productivity and operations.
This course is ideal for executives, managers, or anyone involved in AI strategy, offering a high-level yet practical view of the promising future of AI agents in the workplace.
Join the course here: Gen AI Agents: Transform Your Organization – Google Skills.
4. Additional Google AI and Cloud Learning Resources Related to Agents
Beyond the dedicated agent courses, Google provides numerous resources and training paths that support agent education or provide foundational AI skills:
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- Google AI Skills & Certifications Portal – A hub for AI learning paths and certifications that integrate Google products Gemini and Vertex AI. Visit ai.google/learn-ai-skills.
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- Google AI Courses and Tools Hub – Found at grow.google/ai, this portal offers foundational generative AI courses that underpin agent knowledge.
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- Google Cloud Machine Learning & AI Course Catalog – Centralized listings for Vertex AI, Gemini, and related training including labs and Coursera courses, accessible at cloud.google.com/learn/training/machinelearning-ai.
- Startup School: Gen AI – Building AI Agents (Cloud OnAir) – Live sessions focused on startup use cases and building AI agents with Google Cloud tools. More info at cloudonair.withgoogle.com/events/startup-school-ai-q2.
These resources broaden your learning opportunities from fundamentals to applied AI agent development and deployment.
5. Choosing the Right Google AI Agent Course for You
Your choice of course should depend on your background and objectives:
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- For Cloud Developers and Architects: The Coursera Understand Google Cloud Agents course is highly recommended for production-ready skills with Vertex AI, Gemini, and secure deployments. Complement it with the Kaggle 5-Day Intensive to sharpen coding and multi-agent orchestration expertise.
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- For Business and Leadership: The Gen AI Agents: Transform Your Organization course offers insight into integrating AI agents within enterprise strategies, ideal for non-technical champions aiming to guide AI adoption.
- For Startup Founders and Early-Stage Teams: Attend live sessions or webinars like Startup School: Gen AI – Building AI Agents to see real startup use cases and engage with Google Cloud gen AI tools in a dynamic setting.
To further personalize your path, consider whether you plan to use Google Cloud products professionally and your technical background.
Why Learn Google AI Agents Now?
The rise of agentic AI represents a seismic shift in AI capabilities. Unlike simple question-answering chatbots, agents are designed to:
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- Maintain longer-term memory and context awareness.
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- Use tools and APIs programmatically to take actions.
- Orchestrate multiple agents collaboratively to tackle complex workflows.
Learning how to build and deploy these agents on Google's cutting-edge platforms unlocks powerful automation, increased productivity, and innovation potential across industries—from finance to healthcare to customer service.
Google’s courses put you at the heart of these advances with real-world, enterprise-grade tools. Whether you want to architect intelligent virtual assistants, research assistants, or multi-agent ecosystems, the Google AI agent courses provide a modular, supportive learning journey.
Final Thoughts
If you’re eager to harness Google’s AI platforms and be part of the future powered by intelligent agents, the Google AI agent course landscape is rich and well-structured to guide you. From Coursera's in-depth, hands-on modules to Kaggle's developer-driven intensive, and strategic leadership insights on Google Skills, there’s a path tailored to your ambitions.
Artificial intelligence is evolving fast, and Google is equipping learners worldwide with the skills to build agents that think, act, and collaborate autonomously. Now is the perfect time to start your journey with these innovative learning programs.
Explore your chosen Google AI agent course today:
Unlock the future with Google AI agents and be at the forefront of the generative AI revolution!
Frequently Asked Questions
What are AI agents in the context of Google Cloud?
- AI agents are intelligent programs that can autonomously perform tasks, reason, access tools, and collaborate with other agents, built using Google Cloud platforms like Vertex AI and Gemini.
Who should take Google AI agent courses?
- Courses are designed for developers, cloud architects, business leaders, and startup founders seeking to build, deploy, or strategize about AI agent technologies.
Are these courses suitable for beginners?
- There are offerings suitable for beginners, especially business-focused and leadership courses, while developer courses require some technical background.
Do I get certificates after completing the courses?
- Yes, most courses such as Coursera’s and Kaggle’s provide certificates upon successful completion, which can enhance professional credentials.
Where can I find additional learning materials?
- Google offers portals like Google AI Skills & Certifications Portal, Google AI Courses Hub, and cloud training catalogs with extensive resources.
