Google Cloud AI Agent Development Training in Marina Bay

Google Cloud AI Agent Development Training in Marina Bay, Singapore

This training provides a comprehensive introduction to building and deploying AI agents on Google Cloud, covering core concepts, development tools, and best practices.

Enroll Now

Google Cloud AI Agent Development Training is a professional training program delivered by ProgNXT in Marina Bay, Singapore. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Google Cloud AI Agent Development Training course with hands-on, instructor-led sessions. This training provides a comprehensive introduction to building and deploying AI agents on Google Cloud. Participants will learn how to design,...

Expert Panel

Designed by the ProgNXT AI & Data Science Expert Panel, specializing in Generative AI, Machine Learning, and ChatGPT applications

ProgNXT AI & Data Science Expert Panel

Course Code: FQE28
7 Hrs
Last Updated: July 2026

Course Rating5/5

This training provides a comprehensive introduction to building and deploying AI agents on Google Cloud. Participants will learn how to design, develop, and manage intelligent agents using Google's AI and machine learning services. The course covers the fundamentals of agent architectures, dialog management, and integration with cloud-based AI capabilities. Through a blend of conceptual learning and practical exercises, attendees will gain the skills needed to create conversational and task-oriented agents that can automate processes, enhance customer interactions, and drive business innovation.

Welcome to the official Google Cloud AI Agent Development Training certification program in Marina Bay, Singapore. This comprehensive training is designed to elevate your professional skills and provide you with practical, industry-relevant knowledge locally. As a globally recognized corporate training provider operating in 55+ countries, ProgNXT ensures that our curriculum meets the highest standards of excellence.

Whether you are looking to upskill your team or advance your personal career, our expert-led sessions will guide you through the core concepts of this domain. Upon successful completion of the 7 Hrs program, participants will receive a globally accepted certification, demonstrating their proficiency and readiness to tackle complex challenges in the field.

Basic understanding of cloud computing concepts
Familiarity with Google Cloud Platform fundamentals
Working knowledge of at least one programming language (Python preferred)
Basic understanding of machine learning and AI concepts

Upon completion of this training, participants will be able to design, develop, and deploy intelligent AI agents on Google Cloud. They will have hands-on experience with Dialogflow CX and integrated cloud services, enabling them to create robust conversational solutions that meet real-world business needs. Attendees will also gain the confidence to independently architect, test, and optimize AI agents, contributing to enhanced automation and user engagement in their organizations.

Design and develop conversational AI agents on Google Cloud
Implement intent recognition and entity extraction using Dialogflow CX
Integrate agents with cloud services like Cloud Functions, BigQuery, and Vertex AI
Deploy agents to production environments and monitor performance
Apply best practices for agent development, testing, and optimization

AI agent architecture and design patterns
Dialogflow CX fundamentals and advanced features
Integration with Google Cloud AI services
Agent testing and debugging techniques
Deployment and monitoring strategies

Participants who successfully complete the training will receive an ProgNXT Certification in Google Cloud AI Agent Development Training, validating their expertise in designing, developing, and deploying AI agents on Google Cloud.
Certification demonstrates proficiency in Dialogflow CX, cloud integration, and agent lifecycle management.
This credential is recognized by industry leaders and enhances professional credibility in the AI and cloud computing domain.

Introduction to AI Agents on Google Cloud

Overview of AI agents and their business applications
Google Cloud AI agent ecosystem and services
Agent architectures: rule-based, retrieval-augmented, and generative
Key components: intents, entities, contexts, and fulfillment

Hands-on exercises

Designing Conversational Flows with Dialogflow CX

Dialogflow CX concepts: flows, pages, and state handlers
Building intents and training phrases
Entity types and system entities
Context management and slot filling
Conditional responses and branching logic

Hands-on exercises

Fulfillment and Integration with Cloud Services

Webhook fulfillment using Cloud Functions
Integrating with Cloud Storage, Firestore, and BigQuery
Using Vertex AI for advanced natural language understanding
Dialogflow CX integrations with Google Assistant, web, and messaging platforms

Hands-on exercises

Testing, Debugging, and Optimizing AI Agents

Simulator and test console for debugging conversations
Versioning and environment management
Analyzing agent performance with Cloud Logging and Monitoring
Iterative improvement based on conversation logs and user feedback

Hands-on exercises

Deployment, Monitoring, and Best Practices

Deploying agents to production environments
Monitoring agent health and performance metrics
Security and compliance considerations
Best practices for maintainability, scalability, and user experience

Hands-on exercises

Participants will receive course materials, slides, reference materials, exercises and access to resources for further learning.

Target Audience

Software developers and engineers looking to build conversational AI solutions
Cloud architects and solution designers interested in AI agent integration
Data scientists and ML engineers wanting to leverage Google Cloud AI services
Technical leads and project managers overseeing AI agent projects

Evaluation

Continuous assessment through hands-on exercises and practical tasks
Final project evaluation based on agent design, implementation, and deployment
Participation and engagement during training sessions

Google Cloud AI Agent Development Training Events in marina-bay

Online Events

Global Region	Location	Start Date	End Date	Action
‌	‌	‌	‌	‌
‌	‌	‌	‌	‌
‌	‌	‌	‌	‌
‌	‌	‌	‌	‌
‌	‌	‌	‌	‌

More Upcoming Session Dates

October 2026

📍 Marina Bay, Singapore

24th Oct 2026→24th Oct 2026

🌐 Online Instructor-Led

25th Oct 2026→25th Oct 2026

November 2026

🌐 Online Instructor-Led

4th Nov 2026→4th Nov 2026

📍 Marina Bay, Singapore

11th Nov 2026→11th Nov 2026

📍 Marina Bay, Singapore

18th Nov 2026→18th Nov 2026

🌐 Online Instructor-Led

26th Nov 2026→26th Nov 2026

December 2026

🌐 Online Instructor-Led

1st Dec 2026→1st Dec 2026

📍 Marina Bay, Singapore

8th Dec 2026→8th Dec 2026

📍 Marina Bay, Singapore

19th Dec 2026→19th Dec 2026

🌐 Online Instructor-Led

20th Dec 2026→20th Dec 2026

Events for other courses in Marina Bay, Singapore

Global Region	Course Name	Start Date	End Date	Action
‌	‌	‌	‌	‌
‌	‌	‌	‌	‌
‌	‌	‌	‌	‌
‌	‌	‌	‌	‌
‌	‌	‌	‌	‌

Google Cloud AI Agent Development Training in Marina Bay