AI/ML & Agents
Build production AI applications
Deploy AI agents and multimodal applications. ADK, Vertex AI Agent Builder, and advanced Gemini integration for developers and technical leads.
4 Courses
← Back to all coursesBuilding AI Agents with ADK
Hands-on workshop building production-ready AI agents using Google Agent Development Kit. Learn agent architecture, tool integration, memory management, and deployment on Google Cloud.
Multimodal AI Applications with Gemini
Build applications that process text, images, audio, and video using Gemini multimodal capabilities. Learn to create content analysis tools, document processors, and multimedia AI assistants.
Production AI Agents on Google Cloud
A comprehensive 2-day workshop covering the complete lifecycle of building production-grade AI agents on Google Cloud. Starting with foundational concepts — models, tools, orchestration patterns like ReAct, and grounding techniques (RAG, GraphRAG, Agentic RAG) — participants progress to hands-on development with the Agent Development Kit (ADK). Learn to build LLM agents, workflow agents (Sequential, Parallel, Loop), implement tool ecosystems via MCP and A2A protocols, and deploy to Cloud Run, Vertex AI Agent Engine, and GKE. Day 2 focuses on production readiness through the AgentOps framework: 4-layer evaluation methodology, automated CI/CD with Agent Starter Pack, observability, and responsible AI practices including security guardrails and compliance.
Vertex AI Agent Builder for Business Process Automation
Build enterprise AI agents using Vertex AI Agent Builder. Learn to automate complex business processes, integrate with enterprise systems, and deploy agents that handle multi-step workflows.