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Agentic AI: Build AI Agents with LangGraph, CrewAI & MCP (Udemy.com)

Agentic AI Bootcamp: Multi-Agent Systems using LangChain. Build Real-World Agents using Python, CrewAI, OpenAI, MCP

Created by: TechLynk Selenium

Last updated December 2025

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What you will learn

  • Master Agentic AI concepts: Planning, Reasoning, Tool Use, and Memory.
  • Build complex stateful workflows using LangGraph and LangChain.
  • Create Multi-Agent Systems where AI agents collaborate using CrewAI and AutoGen.
  • Implement Anthropic's MCP (Model Context Protocol) to standardise agent tool use.
  • Connect LLMs to the internet, databases, and APIs using Function Calling.
  • Develop robust agents with Human-in-the-loop approval workflows.
  • Deploy 8 Real-World Projects including Research Assistants and Coding Agents.

How it compares

Against the other 1,182 rated Udemy courses in IT & Software on CourseDuck:

  • Rating4.4 out of 5higher than 30% of them
  • Reviews228#793 of 1,183 by number of reviews
  • Length21.5 hourslonger than 89% of them
  • Last updatedDecember 2025more recently than 60% of them

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Course Description

Is 2025 the year you master the next evolution of Artificial Intelligence?

Say goodbye to passive chatbots and hello to Agentic AI. The future belongs to intelligent agents that can reason, plan, execute code, and collaborate to solve complex real-world problems autonomously.

Welcome to the Agentic AI: Build AI Agents with LangGraph, CrewAI & MCP, the most comprehensive and hands-on guide to building production-grade Autonomous AI Agents.

Whether you are a Python developer, Data Scientist, or AI Engineer, this course is your roadmap to mastering the leading frameworks: LangGraph, CrewAI, MCP, and the OpenAI Agents SDK.

Why This Course?

Unlike other courses that focus on theory, we focus on Engineering. You won't just learn about agents; you will build 8 distinctive, portfolio-ready Agentic Applications from scratch.

What You Will Master:

  • Agentic Fundamentals: Understand the shift from Prompt Engineering to Flow Engineering and Cognitive Architectures.

  • The Big 3 Frameworks: Deep dive into LangGraph (for control), CrewAI (for role-playing teams), and Microsoft AutoGen (for conversational swarms).

  • New Frontiers: Be among the first to implement Anthropic’s Model Context Protocol (MCP) for standardized tool connections.

  • Advanced Capabilities: Implement Memory (Short-term/Long-term), Human-in-the-loop systems, and RAG (Retrieval Augmented Generation) for agents.

  • Multi-Agent Orchestration: Learn how to make multiple AI agents communicate, debate, and achieve shared goals.

The Projects You Will Build:

  1. Autonomous Research Agent: An agent that browses the web, summarizes news, and writes reports.

  2. Coding & Debugging Agent: An AI pair programmer that writes and executes its own code.

  3. Customer Support Swarm: A multi-agent system handling tickets, routing, and responses.

  4. Data Analysis Droid: An agent capable of ingesting CSVs, analyzing trends, and generating charts.

  5. Personal Executive Assistant: Connects to calendars and email to manage your life.

Tech Stack Covered:

  • Languages: Python (3.10+)

  • Frameworks: LangChain, LangGraph, CrewAI, OpenAI SDK

  • LLMs: OpenAI (GPT), Anthropic (Claude), Groq, and Local LLMs (Ollama)

  • Tools: Tavily Search, ChromaDB, Docker

Don't let the AI revolution pass you by. Join the Agentic AI revolution today and start building the autonomous workforce of tomorrow!

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Instructor Details

TechLynk Selenium

Sometimes, reaching out and taking someone's hand is the beginning of a journey. We often need someone to helps us take the first few steps before we get a master's in that move.


This is the vision we have behind all of our courses 'Step by Step'


1. Start from scratch

2. Break down the topic

3. Simplify things

4. Go step by step


Teaching is our passion and we design every course so you can start from scratch, knowing nothing about a topic and become an expert after the course and can work on enterprise projects.

Do not worry if you do not have any existing knowledge of the subject. We will go very basic, step by step.


Let's Get Started...

FutureTech9


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All courses under our banner comes with life-time support and you can ask me questions whenever you face any issues or just want to discuss anything with me or need my suggestions.

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Reviews

4.4

228 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Krishna Kumar Kottakki on 8/19/2026

prefer to create an instruction document with all the requirements rather than rolling across pages

By André Gustavo Basso Macowski on 8/3/2026

every single command fails when using a windows development station.

By Koushik Jakartha on 11/26/2025

This course strikes the perfect balance between theory and real-world implementation. It’s clear that the authors know the subject inside and out, and they manage to explain even the most complicated concepts in a digestible manner.

By Francisco Adams on 11/21/2025

Outstanding course! Explains agentic AI concepts clearly with practical, real-world projects. Perfect for learning to design and build autonomous AI agents from scratch. Highly recommended!

By Barbara Krämer on 11/21/2025

This course is phenomenal. It delivers exactly what is promised, enabling immediate application of autonomous AI agent principles to complex, real-world engineering challenges. Highly professional and deeply practical.

By Hudson Perez on 11/11/2025

This course is an essential deep dive into the cutting edge of autonomous AI, moving far beyond basic LLMs. It offers highly practical, hands-on projects using frameworks like LangGraph and CrewAI to build complex, self-sufficient agents.

By Laura Schulz on 11/8/2025

This course expertly bridges theory and practice, providing immediate, actionable skills. The focus on deploying autonomous agents in real-world scenarios is a game-changer for AI development.

By Elias Lewis on 11/7/2025

Exceptional course! Explains Agentic AI concepts clearly with real-world projects. Practical, innovative, and perfect for learning to build autonomous AI agents from scratch. Highly recommended!

By Kylie Moore on 10/25/2025

Agentic AI Engineering: Build Real-World Autonomous AI Agents is an exceptional and futuristic course that makes complex AI concepts easy to grasp. Perfect for anyone eager to build intelligent, autonomous systems!

By Tejaswani Dyal on 10/18/2025

Agentic AI Engineering: Build Real-World Autonomous AI Agents is an exceptional course that blends theory with hands-on projects. Perfect for mastering the future of AI innovation!

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Read all 228 reviews on Udemy

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Overall Score : 88 / 100