Agent Frameworks Courses and Certifications

Career Certificate

Mastering Agentic AI Frameworks Certification

Build autonomous AI agents and orchestrate multi-agent workflows with LangGraph, AutoGen, CrewAI, and Model Context Protocol, connecting them to enterprise APIs and deploying production-ready applications.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

Scrimba

Build a Support Agent with Vercel AI SDK

Build a customer support AI agent with the Vercel AI SDK: embed docs into a Supabase vector store, add retrieval and web search tools, classify intents with Zod.

• Coursera
• 2 hours 23 minutes
• Self-Paced
• Paid Course

Agentic AI Development with Agent Framework, MCP and .NET

251 ratings at Udemy

Develop Enterprise Multi-Agent systems using Microsoft Agent Framework, Microsoft Foundry, MCP, Aspire, AG-UI and DevUI

• Udemy
• 6 hours
• Self-Paced
• Paid Course

Microsoft Agent Framework (MAF): Build Enterprise AI Agents

61 ratings at Udemy

Master MAF with Python , Observability, MCP, A2A, RAG , Real-World Agents with OpenAI , Claude , Foundry

• Udemy
• 6 hours
• Self-Paced
• Paid Course

Build stateful AI agents with Letta’s MemGPT architecture, using persistent memory, custom tools, and shared memory for multi-agent coordination.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

Agentic AI with LangGraph, CrewAI, AG2, and BeeAI

Master agentic frameworks and design principles to create structured, autonomous AI workflows using LangGraph, CrewAI, BeeAI, and AG2 for advanced multi-agent applications with scalable architectures.

• edX
• 1 week, 3-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Build a Support Agent with Vercel AI SDK - Full Tutorial

Build a customer support AI agent with the Vercel AI SDK, combining retrieval-augmented generation, vector search, structured outputs, tool calling, and web search.

• freeCodeCamp
• 1 hour 55 minutes
• Self-Paced
• Free Video

AI Agents with Hugging Face smolagents

265 ratings at DataCamp

AI agents are changing how we work with data and software.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Building AI Agents with CrewAI

107 ratings at DataCamp

Build AI Teams That Get Work Done In this course, you’ll learn how to go from a single chatbot to a full crew of AI agents working together with CrewAI.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Google: Manage Agent Memory and State

30 ratings at DataCamp

You've built basic LLM agents that respond to queries—now let's make them stateful.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Develop practical skills building AI agents with Google's Agent Development Kit (ADK).

• DataCamp
• 8 hours
• Self-Paced
• Free Trial Available

Agentic Workflows with Google ADK

Build agentic workflows with Google ADK and Vertex AI Gemini, from prompt chaining and routing to a multi-agent AI Research Assistant.

• Udacity
• 15 hours
• Self-Paced
• Paid Course

Website Modernization with Generative AI on Google Cloud

Enhance the navigation experience of your website by using generative AI (gen AI) to provide a better search experience for your users.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

MLOps.community

Too Much Lock-in for Too Little Gain - Agent Frameworks Are a Dead-End

Discover why agent frameworks create unnecessary lock-in and learn composable GenAI patterns for building production-ready agentic systems without vendor dependencies.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Introduction to OpenAI Agents SDK in Python

Build and run Python AI agents with the OpenAI Agents SDK, exploring conversation flows, chaining, and built-in and custom tools.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate