LangGraph Workflows (Beginner to Intermediate): Build Agentic AI Step-by-Step

Learn how to design, build, and debug LangGraph workflows for tool-using, stateful AI agents—from fundamentals to real multi-step examples.

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... English
... Certificate Course
... 0 Students
... 18h 00m

Course Overview

About This Course

LangGraph helps you build stateful, tool-using AI agent workflows that can handle complex, multi-step tasks. In this course, you will learn how to model agent logic as graphs, manage state properly, and build workflows that are easier to test and maintain.

Who This Course Is For

  • Developers building LLM apps and tool-using agents
  • Engineers who want structured, debuggable agent workflows
  • Intermediate Python developers exploring agentic AI

What You Will Learn

  • LangGraph fundamentals: nodes, edges, state, and execution flow
  • Tool calling patterns and how to pass arguments reliably
  • How to store and update state variables correctly
  • Error handling and retry patterns in agent workflows
  • Debugging: tracing runs, inspecting state, and validating tool outputs
  • Building a multi-step agent workflow end-to-end
  • Best practices for production-ready agent orchestration

Duration

Estimated completion time: 6–10 hours (self-paced). Includes labs and a capstone project.

Project

You will build a complete agent workflow that uses tools, manages state, and produces structured outputs—ready to extend for real products.

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Requirment

  • Python basics (functions, modules, virtual environments)

  • Ability to run Python code locally

  • Basic understanding of LLMs is helpful (but not required)

Outcomes

  • Design and build LangGraph workflows confidently

  • Implement reliable tool-calling with correct argument passing

  • Manage and update workflow state properly

  • Debug multi-step agent flows with a structured approach

  • Build a reusable workflow template for future projects

Instructor

...
Dr. Kay

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  • ... 13 Students
  • ... 92 Courses
  • ... 2 Reviews

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    Students

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    Language

    English
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    Duration

    18h 00m
  • Level

    intermediate
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    Expiry period

    Lifetime
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    Certificate

    yes
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