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Google Vertex AI Agent Builder: Design AI Agents on GCP

Design, deploy, and manage intelligent AI agents on Google Cloud using Vertex AI Agent Builder for real-world enterprise automation.
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Course Duration: 10 Hours
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Google Vertex AI Agent Builder – Design AI Agents on GCP – Online Course
 
Google Vertex AI Agent Builder: Design AI Agents on GCP is a comprehensive course tailored for professionals and developers looking to harness the full capabilities of Google Cloud’s Vertex AI Agent Builder to create intelligent, dynamic, and goal-driven agents. As generative AI and LLM technologies advance, the need for structured and scalable agent-based systems has become a key component in modern AI development.
 
Vertex AI Agent Builder is Google Cloud’s integrated platform that empowers users to build conversational, task-oriented, and knowledge-grounded AI agents. It combines the power of PaLM 2, Gemini models, Generative AI Studio, and Vertex AI Search and Conversation to accelerate the development of AI solutions for customer support, knowledge retrieval, workflow automation, and more.
 
What is Vertex AI Agent Builder and how does it help?
Vertex AI Agent Builder provides a no-code to low-code environment for building agents that can integrate with business data, understand user queries, reason through tasks, and generate accurate responses. These agents can access Google Cloud’s APIs, tools, vector stores, and enterprise data sources—all while adhering to cloud security, scalability, and governance best practices.
 
How to use this course:
  • Begin with a foundational understanding of agents, LLMs, and retrieval-based architectures.
  • Learn how to use Vertex AI Studio, Prompt Design, and Grounding Techniques with PaLM or Gemini models.
  • Build goal-based, multi-step agents using Agent Builder GUI or API.
  • Integrate agents with Vertex AI Search, Cloud Functions, and enterprise data sources.
  • Deploy and monitor agents using Vertex Pipelines, BigQuery, and Cloud Monitoring.
This course is ideal for AI developers, ML engineers, solution architects, and enterprise teams looking to build AI copilots, assistants, and autonomous workflows using Google Cloud’s latest GenAI infrastructure.

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  • The videos for this course are being recorded freshly and should be available in a few days. Please contact info@uplatz.com to know the exact date of the release of this course.

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Course Objectives Back to Top
By the end of this course, you will be able to:
 
  1. Understand the fundamentals of AI agents and their use in enterprise settings.
  2. Navigate the Vertex AI Agent Builder platform and toolchain on GCP.
  3. Build, test, and deploy agents using Gemini or PaLM models.
  4. Apply prompt engineering strategies and conversation flow logic.
  5. Integrate agents with Vertex AI Search and enterprise knowledge bases.
  6. Connect AI agents to APIs, tools, and backend systems using extensions.
  7. Use grounding, RAG, and vector search for accurate and context-aware responses.
  8. Monitor agent performance with Vertex logs and Cloud Monitoring.
  9. Leverage multi-agent orchestration and workflow design for complex tasks.
  10. Design, secure, and scale enterprise-ready AI agents with best practices.
Course Syllabus Back to Top
Course Syllabus
 
Module 1: Introduction to AI Agents and Vertex AI
  • What are AI agents?
  • Difference between chatbots and goal-oriented agents
  • Overview of Vertex AI and Agent Builder
Module 2: Exploring the Agent Builder Interface
  • Creating and managing agents
  • Agent types: Data-grounded vs. tool-augmented
  • Navigating the design studio and simulator
Module 3: Language Models in Vertex AI
  • Overview of Gemini and PaLM models
  • Token limits, prompt structure, temperature
  • Selecting the right model for your use case
Module 4: Prompt Engineering and Conversation Design
  • Single vs. multi-turn conversations
  • Few-shot, zero-shot, and chain-of-thought prompting
  • Persona and context configuration
Module 5: Integrating Knowledge and Grounding
  • Connecting to Google Cloud Search or Vertex AI Search
  • Uploading documents and grounding sources
  • Using RAG and vector databases in GCP
Module 6: Calling APIs and Tools with Extensions
  • Tool calling in Agent Builder
  • Cloud Functions and custom APIs
  • Setting up data connectors and webhooks
Module 7: Testing, Monitoring & Versioning Agents
  • Simulation and debug tools
  • Version control and rollback
  • Monitoring logs and metrics
Module 8: Deployment and Integration
  • Embedding agents in websites or apps
  • Connecting to Dialogflow, chat apps, and CRMs
  • Using Cloud Run, Vertex Pipelines for automation
Module 9: Advanced Use Cases and Architectures
  • Multi-agent systems and tool orchestration
  • Finance advisor, HR assistant, support agent
  • Composing workflows with Cloud Composer and Pub/Sub
Module 10: Capstone Project
 
  • Design and deploy a data-aware AI assistant
  • Integrate with enterprise systems
  • Demonstrate end-to-end conversation + API calling flow
Certification Back to Top
Upon completing the course, learners will receive a Certificate of Completion from Uplatz, validating their expertise in designing, deploying, and managing AI agents using Google Cloud Vertex AI Agent Builder. This industry-recognized certificate demonstrates your proficiency in building enterprise-grade AI solutions with real-world use cases, grounded reasoning, and automation capabilities.
 
The certification is a strong testament to your hands-on skills with GCP GenAI tools, enabling you to position yourself for advanced roles such as AI Agent Developer, GenAI Engineer, AI Solutions Architect, or Cloud AI Consultant. It proves you can build responsible, scalable, and integrated AI applications using Google’s most advanced AI stack.
Career & Jobs Back to Top
With the rise of generative AI in business operations, professionals who can design and deploy intelligent AI agents are in high demand. Vertex AI Agent Builder enables enterprises to operationalize LLMs securely and efficiently—creating opportunities across industries.
 
Career opportunities include:
  • AI Agent Developer
  • GenAI Solutions Architect
  • Google Cloud AI Specialist
  • Conversational AI Engineer
  • AI Product Manager
  • Enterprise Automation Consultant
Industries such as banking, healthcare, customer support, insurance, education, and e-commerce are already deploying AI agents to handle user queries, automate workflows, and generate personalized content. This course prepares you to lead those projects with a Google Cloud–native skillset—turning static models into dynamic, intelligent assistants ready for real-world deployment.
Interview Questions Back to Top
1. What is Vertex AI Agent Builder?
It’s a tool in Google Cloud that allows users to build, configure, and deploy intelligent AI agents using large language models and business knowledge.
 
2. How does Agent Builder differ from Dialogflow?
While Dialogflow is designed for rule-based and intent-driven conversations, Agent Builder focuses on generative, data-grounded, and API-integrated AI agents.
 
3. What are the key components of an AI agent in Vertex AI?
Prompts, memory, tools (extensions), grounding sources, LLM backend, and API integrations.
 
4. What models are supported in Vertex AI Agent Builder?
Currently, Gemini and PaLM are the primary foundation models used for powering agents.
 
5. What is grounding and why is it important?
Grounding connects agent responses to reliable data sources, reducing hallucinations and improving accuracy through RAG or Search integration.
 
6. How can you enable an agent to call APIs?
By using tools and extensions in Agent Builder, which allow the agent to invoke Cloud Functions or external APIs during conversation.
 
7. What’s the purpose of versioning in Agent Builder?
Versioning lets you maintain and roll back agent logic, ensuring stability and traceability during updates or testing.
 
8. How is monitoring handled in Vertex AI deployments?
Vertex AI integrates with Cloud Logging and Monitoring to track requests, errors, latency, and other performance metrics.
 
9. Can you use Vertex AI Agent Builder with other cloud services?
Yes, through APIs and connectors, you can integrate agents with third-party CRMs, databases, and workflow engines.
 
10. What are some real-world use cases of Vertex AI agents?
Customer service assistants, HR onboarding bots, financial advisors, internal search agents, helpdesk copilots, and RAG-powered knowledge assistants.
Course Quiz Back to Top
Start Quiz
Q1. What are the payment options?
A1. We have multiple payment options: 1) Book your course on our webiste by clicking on Buy this course button on top right of this course page 2) Pay via Invoice using any credit or debit card 3) Pay to our UK or India bank account 4) If your HR or employer is making the payment, then we can send them an invoice to pay.

Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php

Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.

Q4. Are the videos downloadable?
A4. Video courses cannot be downloaded, but you have lifetime access to any video course you purchase on our website. You will be able to play the videos on our our website and mobile app.

Q5. Do you take exam? Do I need to pass exam? How to book exam?
A5. We do not take exam as part of the our training programs whether it is video course or live online class. These courses are professional courses and are offered to upskill and move on in the career ladder. However if there is an associated exam to the subject you are learning with us then you need to contact the relevant examination authority for booking your exam.

Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php

Q7. What is your refund policy?
A7. Please refer to our Refund policy mentioned on our website, here is the link to Uplatz refund policy https://training.uplatz.com/refund-and-cancellation-policy.php

Q8. Do you provide any discounts?
A8. We run promotions and discounts from time to time, we suggest you to register on our website so you can receive our emails related to promotions and offers.

Q9. What are overview courses?
A9. Overview courses are 1-2 hours short to help you decide if you want to go for the full course on that particular subject. Uplatz overview courses are either free or minimally charged such as GBP 1 / USD 2 / EUR 2 / INR 100

Q10. What are individual courses?
A10. Individual courses are simply our video courses available on Uplatz website and app across more than 300 technologies. Each course varies in duration from 5 hours uptop 150 hours. Check all our courses here https://training.uplatz.com/online-it-courses.php?search=individual

Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience. Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle

Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies. Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done

Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done

Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.

Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly. Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment. Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year. Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription

Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.

Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience. Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!

Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field. However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.

Q19. How do I enrol in Uplatz video courses?
A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
a) Choose your payment method.
b) Stripe for any Credit or debit card from anywhere in the world.
c) PayPal for payments via PayPal account.
d) Choose PayUmoney if you are based in India.
e) Start learning: After payment, your course will be added to your profile in the student dashboard under "Video Courses".

Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".

Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.



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