Google Cloud AI Agent Development Training in Madrid, Spain

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.

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