Agent Frameworks Courses and Certifications

Building AI Agents with CrewAI

Build AI teams that work together, automate workflows, and generate content with CrewAI.

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

Google: Build Agents with Agent Development Kit (ADK)

Learn to use Google's Agent Development Kit (ADK) to build complex, production-ready AI agents with a code-first, structured development approach.

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

Learn to build, optimize, and manage AI agents using Google's Agent Development Kit (ADK). Cover agent setup, tools, memory, state, and behavior.

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

Google: Deploy Your First Agent

Deploy ADK agents to production using Vertex AI Agent Engine and Cloud Run. Add persistent cross-session memory with Memory Bank.

• DataCamp
• 1 hour
• 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

Getting Started with CrewAI Agents and Tasks

Master multi-agent AI systems by building collaborative travel planning applications with specialized agents, dynamic tasks, and YAML configurations in this hands-on CrewAI tutorial.

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

Career Certificate

Create a Multi-Agent Travel Planner App with CrewAI and Flask

Unlock the power of AI agents to build a collaborative travel planner using CrewAI and Flask, creating specialized agents that generate personalized itineraries through web integration.

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

Expanding CrewAI Capabilities and Integration

Enhance your CrewAI projects with advanced capabilities, custom tools, and external integrations for building sophisticated AI agent systems.

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

Packt

Mastering Multi-Agent Development with AutoGen

Master AutoGen's multi-agent development capabilities to build intelligent systems for collaborative problem-solving, autonomous decision-making, and efficient communication across diverse real-world applications.

• Coursera
• 7 hours 5 minutes
• Self-Paced
• Paid Course

Design, Develop, and Deploy Multi-Agent Systems with CrewAI

Master multi-agent AI systems with CrewAI to automate complex workflows, build collaborative agent teams, and deploy production-ready solutions for real-world applications.

• Coursera
• 21 hours 55 minutes
• Self-Paced
• Paid Course

Practical Multi AI Agents and Advanced Use Cases with crewAI

Master building multi-agent AI systems with crewAI to create automated project planning, lead scoring, data analysis, and content creation applications for real-world industry deployment.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Understand Google Cloud Agents

Explore Google Cloud's agent platforms including Vertex AI Agent Builder, Gemini Enterprise, and Conversational Agents to build search and chat applications effectively.

• Coursera
• 11 hours 51 minutes
• Self-Paced
• Paid Course

Packt

ADK Mastery - From Beginner to Advanced Agent Development

Master Agent Development Kit (ADK) from basics to advanced, building intelligent agents, integrating AI models, managing sessions, and implementing callbacks for real-world applications.

• Coursera
• 5 hours 19 minutes
• Self-Paced
• Paid Course

Edureka

Building Your First Multi-Agent AI System with CrewAI

Master building multi-agent AI systems with CrewAI, covering agent design, prompt engineering, context engineering, and collaborative workflows to automate complex tasks.

• Coursera
• 11 hours 19 minutes
• Self-Paced
• Paid Course

Edureka Career Certificate

Mastering CrewAI for Multi Agent Systems

Master CrewAI to design, build, and deploy multi-agent AI systems—covering custom tools, Agentic RAG, workflow orchestration, guardrails, and production monitoring with AgentOps and LangSmith.

• Coursera
• 8 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses