DeepLearning.AI 2

João Moura

In this course, you will learn key principles of designing effective AI agents and organizing a team of AI agents to perform complex, multi-step tasks. You will apply these concepts to automate six common business processes. By the end of the course, you will have designed several multi-agent systems to assist you in common business processes and studied the key principles of AI agent systems.

Multi AI Agent Systems with crewAI

Learn the basics of AI agent systems and their applications.

Introduction to AI Agent Systems

Understand the principles of designing AI agents for specific roles and tasks.

Designing Effective AI Agents

Assign specialized roles to agents to enhance their performance.

Role-playing for AI Agents

Provide agents with short-term, long-term, and shared memory.

Memory Management

Assign pre-built and custom tools to each agent for specific tasks.

Tool Assignment

Break down tasks, goals, and tools and assign them to multiple AI agents.

Task Breakdown and Assignment

Effectively handle errors, hallucinations, and infinite loops in AI agents.

Error Handling

Learn how agents can perform tasks in series, in parallel, and hierarchically.

Cooperation Among AI Agents

Apply AI agents to automate common business processes like resume tailoring and event planning.

Automating Business Processes

Study real-world applications and case studies of multi-agent systems.

Case Studies and Applications

Exceed the performance of prompting a single LLM by designing and prompting a team of AI agents through natural language. Learn to automate repeatable, multi-step tasks and business processes using the open-source library, crewAI.

Individuals looking to incorporate LLMs in their professional work.

Professionals

Those who have taken some prompt engineering courses and want to advance their skills.

Prompt Engineers

People with basic coding familiarity who want to learn about AI agent systems.

Coders

Artificial Intelligence

Business

Cloud Engineering

Data

Design

Devops

Finance

Languages

Leadership

Marketing

Advanced management5

Agentic AI

AI Automation & Workflows

AI Coding / Vibe Coding

AI for Designers

AI for Finance

AI for Marketers

AI for Product Management

AI for Product Managers

AI Foundations

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Multi AI Agent Systems with crewAI

Overview

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