Google AutoML Chatbots Training in Marina Bay

Google AutoML Chatbots Training in Marina Bay, Singapore

This program designed to help teams build, train, and deploy intelligent chatbots using Google AutoML and Google Cloud conversational AI tools.

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Google AutoML Chatbots 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 AutoML Chatbots Training course with hands-on, instructor-led sessions. The Google AutoML Chatbots Training is a hands-on program designed to help teams build, train, and deploy intelligent chatbots using Google AutoML...

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: UFD59
14 Hrs
Last Updated: April 2026

Course Rating5/5

The Google AutoML Chatbots Training is a hands-on program designed to help teams build, train, and deploy intelligent chatbots using Google AutoML and Google Cloud conversational AI tools.

The course focuses on creating custom, scalable, and production-ready chatbots for customer support, internal helpdesks, and business automation—without requiring deep machine learning expertise.

Welcome to the official Google AutoML Chatbots 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 14 Hrs program, participants will receive a globally accepted certification, demonstrating their proficiency and readiness to tackle complex challenges in the field.

Basic understanding of chatbots and conversational AI
Familiarity with cloud platforms and web tools
Basic knowledge of APIs and workflows is helpful
No advanced machine learning background required

By the end of this training, participants will be able to:

Understand Google AutoML chatbot capabilities
Build and train custom chatbot models
Design effective conversational flows
Integrate chatbots with business systems
Deploy and monitor chatbots in production
Apply security and governance best practices

Google AutoML chatbot fundamentals
Conversational design and flow building
Intent and entity modeling
Training data preparation
Chatbot integration and deployment
Monitoring and optimization
Responsible chatbot governance

Intent and entity design quality
Training data effectiveness
Conversation flow design
Integration and deployment understanding
Security and governance awareness

Participants who attend all sessions and successfully complete the course assessments will receive a ProgNXT Certificate of Completion.

Introduction to Google AutoML & Conversational AI

Overview of Google AutoML for chatbots
AutoML vs rule-based chatbots
Common business chatbot use cases
Benefits and limitations

Google AutoML Chatbot Architecture

Key components in Google Cloud conversational AI
How AutoML models fit into chatbot systems
Training, inference, and deployment lifecycle
Cost and scalability considerations

Conversational Design Fundamentals

Designing user intents and goals
Conversation flow and dialog states
Handling user errors and fallbacks
Creating natural and helpful conversations

Intent & Entity Modeling

Defining intents
Creating and managing entities
Labeling and organizing training data
Improving intent recognition accuracy

Training Data Preparation

Collecting sample utterances
Data quality and balance
Handling edge cases
Avoiding bias in training data

Training & Evaluating AutoML Models

Training chatbot models
Evaluating accuracy and confidence
Confusion matrix and error analysis
Iterative improvement cycles

Dialog Management & Fulfillment

Managing multi-turn conversations
Context handling
Backend fulfillment logic
Connecting to business rules

Integration with Business Systems

Integrating with CRM, ticketing, and databases
Webhooks and APIs
Secure system connections
Data flow design

Multichannel Deployment

Deploying to web chat
Integration with messaging platforms
Voice vs text channels
Consistent user experience across channels

Monitoring, Analytics & Optimization

Monitoring chatbot performance
Tracking user satisfaction
Identifying drop-offs and failures
Continuous improvement strategies

Security, Privacy & Compliance

Handling personal and sensitive data
Access controls and permissions
Data retention and compliance
Secure chatbot design

Governance & Responsible Chatbot AI

Preventing harmful or incorrect responses
Human escalation paths
Transparency and user trust
Responsible AI principles

Hands-on Exercises

Summary and Conclusion

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

Participants will be evaluated based on: Daily quizzes, mock questions and query resolution. Group Discussion and Case Study Discussion. Assessment will be through hands-on labs, quizzes, and hands-on exercises.

ProgNXT Certificate of Completion will be awarded to participants who complete the course and pass the evaluations.

Google AutoML Chatbots Training Events in marina-bay

Online Events

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More Upcoming Session Dates

October 2026

🌐 Online Instructor-Led

23rd Oct 2026→24th Oct 2026

📍 Marina Bay, Singapore

28th Oct 2026→29th Oct 2026

November 2026

📍 Marina Bay, Singapore

2nd Nov 2026→3rd Nov 2026

🌐 Online Instructor-Led

3rd Nov 2026→4th Nov 2026

📍 Marina Bay, Singapore

22nd Nov 2026→23rd Nov 2026

🌐 Online Instructor-Led

24th Nov 2026→25th Nov 2026

December 2026

📍 Marina Bay, Singapore

11th Dec 2026→12th Dec 2026

🌐 Online Instructor-Led

12th Dec 2026→13th Dec 2026

📍 Marina Bay, Singapore

23rd Dec 2026→24th Dec 2026

🌐 Online Instructor-Led

25th Dec 2026→26th Dec 2026

Events for other courses in Marina Bay, Singapore

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Google AutoML Chatbots Training in Marina Bay