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AI and AutomationAdvanced

Deploying AI Agents

Take AI agents from prototype to operable system. You will work on agent architectures, tool calling, LangGraph orchestration, FastAPI APIs, monitoring, observability, and scaling patterns for services powered by LLMs.

14 lessonsCertificate includedUSD 10 (~ARS 10.000)
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Course syllabus

1

Agent architecture

3 lessons
  • What an agent is: ReAct, tools, and memory
  • LangChain vs LangGraph: when to use each one
  • Designing reliable and observable agents
2

Building with LangChain

3 lessons
  • Chains, tools, and tool calling
  • Conversational memory and persistence
  • Agents with access to external APIs
3

Flows with LangGraph

3 lessons
  • State graphs: nodes and edges
  • Human-in-the-loop and checkpoints
  • Multi-agent coordination and delegation
4

Deployment and production

4 lessons
  • FastAPI as an agent gateway
  • Streaming responses to the client
  • Observability with LangSmith
  • Scaling, rate limiting, and costs
5

Final project

1 lessons
  • Deployed agent that solves a real problem

What you will learn

LangChainLangGraphFastAPIAutonomous agentsAgent observabilityScaling

Certificate

AI Agent Engineer Certificate - CumbreAcademy

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Investment: USD 10 (~ARS 10.000)

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This course: USD 10 (~ARS 10.000) - Total Access: $20 USD/month (all courses)
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USD 10 (~ARS 10.000)
Buy access