Building Multi Agent Systems with Strands Agents

  • AdvancedLevel

  • 264+Students Enrolled

  • 2 Hrs Duration

  • 4.7Average Rating

hero fold image

About this Course

  • Learn to design scalable multi-agent systems in AI using Strands Agents SDK for collaboration, communication, and orchestration.
  • Explore swarm intelligence and graph-based patterns with real Strands Agents examples to build adaptive AI networks.
  • Understand agent communication, coordination, and decision-making through this multi-agent systems course.
  • Learn how to build AI agents as reusable tools that invoke and collaborate with one another.
  • Discover how Strands Agents SDK course enables emergent behaviors and parallel processing at scale.

Learning Outcomes

Agent Communication

Learn how agents exchange data and coordinate actions.

Swarm Parallelism

Design parallel agent groups for faster, scalable processing.

Graph Coordination

Build agent graphs to manage complex task dependencies.

Who Should Enroll

  • Developers exploring multi-agent systems in AI and collective intelligence design.
  • Software engineers who want to learn how to build AI agents and scalable workflows.
  • AI/ML professionals seeking a structured multi-agent system tutorial for applied learning.
  • Technical product teams integrating Strands Agents SDK for orchestration and coordination.

Course Curriculum

This multi-agent systems course helps you design collaborative agent frameworks using Strands Agents SDK. Learn swarm and graph coordination, reusable agents-as-tools, and workflow orchestration through real Strands Agents examples.

tools

  1. 1. Course Introduction

  2. 2. Introduction to Multi-Agent Systems

  3. 3. Multi-Agent Systems with Swarm Intelligence

  4. 4. Multi-Agent Systems with Agent Graph

  5. 5. Multi-Agent System with a Agents as a Tools

Meet the instructor

Our instructor and mentors carry years of experience in data industry

company logo
Laura Salinas

Developer Advocate

Laura, Developer Advocate at AWS, helps engineers build scalable apps with serverless, AI/ML, and open-source tools. She simplifies cloud, shares insights, and empowers developer communities.

Get this Course Now

With this course you’ll get

  • 2 Hours

    Duration

  • Laura Salinas

    Instructor

  • Advanced

    Level

Certificate of completion

Earn a professional certificate upon course completion

  • Industry-Recognized Credential
  • Career Advancement Credential
  • Shareable Achievement
certificate

Frequently Asked Questions

Looking for answers to other questions?

A multi-agent system is a network of autonomous AI agents. These agents communicate and cooperate to solve complex tasks together. This collective approach achieves much higher scalability and adaptability than a single AI model working alone.

Swarm intelligence models collective behavior from nature. Many simple agents cooperate by following local rules. This cooperation produces an emergent global intelligence. It is similar to the behavior seen in ant colonies or bee swarms.

This is an intermediate level course. It is ideal for you if you already understand basic AI workflows. The course focuses on moving you toward building scalable multi agent architectures for more complex applications.

Graph based coordination enables flexible task routing between agents. It improves overall system efficiency by connecting actions through their dependencies. This method is more dynamic and effective than using rigid, hierarchical structures for agent management.

You will learn about the Strands Agents SDK and swarm intelligence. The course covers workflow orchestration and agent graphs. It also includes practical Strands Agents examples to ensure you gain hands on implementation skills.

Yes. You will learn to build AI agents from scratch. The course then teaches you how to integrate them into collaborative teams. Finally, you will orchestrate their collaboration for effective multi agent problem solving.

Related courses

Expand your knowledge with these related courses and expand way beyond

Card cap

2 Hours4 Lessons 4.5

Agentic AI Design Patterns

Card cap

1 Hour1 Lesson4.6

Exploratory Data Analysis with Python & GenAI

Card cap

2 Hours1 Lesson4.6

Getting Started with Strands Agents: Build Your First AI Agent

Popular free courses

Discover our most popular courses to boost your skills

Card cap

12 Hours10 Lessons 10

Data Analyst Learning Path

4.7
Card cap

9 Hours5 Lessons 5

Vibe Coding Learning Path

4.6
Card cap

9 Hours7 Lessons 7

GenAI Learning Path

4.6
Card cap

30 Hours9 Lessons 9

Data Science Learning Path

4.7
Card cap

1 Hour5 Lessons 5

Gemini 3: The AI That Thinks, Sees and Creates

4.7
Card cap

1 Hour1 Lesson1

RIP Data Scientists

4.7
Card cap

2 Hours1 Lesson1

Building Multi Agent Systems with Strands Agents

4.7
Card cap

1 Hour2 Lessons 2

Vibe Coding with Cursor

4.8
Card cap

1 Hour 30 Minutes 1 Lesson1

Advanced Strands Agents with MCP

4.7
Card cap

2 Hours4 Lessons 4

GenAI to Build Exciting Games

4.9
Card cap

1 Hour1 Lesson1

MCP: Unlock AI integrations with real-world demos

4.8
Card cap

1 Hour2 Lessons 2

ChatGPT as Your Assistant

4.6
Card cap

2 Hours6 Lessons 6

Ace a Data Scientist Interview in 2025

4.5
Card cap

2 Hours 30 Minutes 4 Lessons 4

LangChain Fundamentals

4.5
Card cap

50 Minutes 2 Lessons 2

Introduction to CrewAI: Building a Researcher Assistant Agent

4.7
Card cap

2 Hours2 Lessons 2

Understanding the working of Neural Networks

4.7
Card cap

1 Hour2 Lessons 2

Vibe Coding with Replit

4.8
Card cap

2 Hours6 Lessons 6

Excel : From Beginner to Expert

4.6
Card cap

2 Hours1 Lesson1

A Complete MLops Journey

4.6
Card cap

2 Hours3 Lessons 3

Data Analysis with Apache Hive

4.7
Card cap

1 Hour1 Lesson1

No Code Predictive Analytics with Orange

4.5
Card cap

45 Minutes 1 Lesson1

Building Intelligent Chatbots using AI

4.5
Card cap

1 Hour2 Lessons 2

GenAI for Everyone

4.6
Card cap

4 Hours5 Lessons 5

A B C of Coding to Build AI Agents

4.9
Card cap

30 Minutes 1 Lesson1

Getting Started with Kimi K2

4.7
Card cap

2 Hours2 Lessons 2

Getting Started with Tableau

4.5
Card cap

40 Minutes 2 Lessons 2

How to Build an Image Generator Web App with Zero Coding

4.7
Card cap

2 Hours2 Lessons 2

Building and Evaluating RAG System

4.6
Card cap

30 Minutes 1 Lesson1

Revolutionizing Query Resolution with a RAG System Assisted by Agents

4.6
Card cap

40 Minutes 1 Lesson1

Guide to Vibe Coding in Windsurf

4.8
Card cap

30 Minutes 1 Lesson1

Build Products 10x Faster with GenAI

4.8
Card cap

30 Minutes 1 Lesson1

End to end RAG Application Development with LangChain and Streamlit

4.5
Card cap

30 Minutes 1 Lesson1

Building a Collaborative Multi-Agent system

4.7
Card cap

2 Hours4 Lessons 4

Building Smarter LLMs with Mamba and State Space Model

4.6
Card cap

1 Hour2 Lessons 2

Nano Banana : Image Magic with Gemini 2.5 Flash

4.8
Card cap

3 Hours2 Lessons 2

Building Agent using AutoGen

4.5
Card cap

1 Hour1 Lesson1

n8n - A Complete Guide to Automation Tool

4.8
Card cap

45 Minutes 1 Lesson1

Building a Customized Newsletter AI Agent

4.6
Card cap

2 Hours6 Lessons 6

Building ML Pipelines using MLflow & DVC

4.9
Card cap

1 Hour6 Lessons 6

Generative AI on AWS

4.7
Card cap

1 Hour3 Lessons 3

Model Deployment using FastAPI

4.5
Card cap

30 Minutes 6 Lessons 6

Demystifying OpenAI Agents SDK

4.7
Card cap

30 Minutes 1 Lesson1

Build a QA RAG system with Langchain

5
Card cap

30 Minutes 1 Lesson1

Build a Document Retriever Search Engine with LangChain

5
Card cap

1 Hour1 Lesson1

Exploring Stability. AI

4.9
Card cap

45 Minutes 6 Lessons 6

Knowledge Bases & Memory for Agentic AI

4.5
Card cap

1 Hour1 Lesson1

Building Data Analyst AI Agent

4.6
Card cap

40 Minutes 1 Lesson1

Building Scalable Industry Applications with RAG and Agents

4.8
Card cap

1 Hour2 Lessons 2

OpenEngage: Build a complete AI Driven Marketing Engine

4.5
Card cap

1 Hour1 Lesson1

Building a Deep Research AI Agent

4.5
Card cap

5 Hours4 Lessons 4

Mastering Multimodal RAG & Embeddings with Amazon Nova & Bedrock

4.8
Card cap

60 Minutes 3 Lessons 3

Frameworks for effective Problem Solving

4.7
Card cap

1 Hour6 Lessons 6

Framework to Choose the Right LLM For your Business

4.5
Card cap

1 Hour3 Lessons 3

Introduction to AI & ML

4.9
Card cap

3 Hours6 Lessons 6

Microsoft Excel Formulas & Functions

4.8
Card cap

15 Minutes 7 Lessons 7

Tableau for Beginners

4.7
Card cap

5 Hours4 Lessons 4

Introduction to Natural Language Processing

4.6
Card cap

30 Minutes 1 Lesson1

Loan Prediction Practice Problem (Using Python)

4.8
Card cap

1 Hour20 Lessons 20

Introduction to Python

4.9
Card cap

1 Hour 15 Minutes 3 Lessons 3

Docker for Absolute Beginners

4.8
Card cap

1 Hour3 Lessons 3

Foundations of Data Science

4.8
Card cap

1 Hour 20 Minutes 1 Lesson1

Building Agentic AI System with Bedrock

4.5
Card cap

3 Hours9 Lessons 9

Build Data Pipelines with Apache Airflow

5
Card cap

1 Hour1 Lesson1

Building a Sentiment Classification Pipeline with DistilBert and Airflow

4.6
Card cap

3 Hours3 Lessons 3

Introduction to Transformers and Attention Mechanisms

4.6
Card cap

40 Minutes 1 Lesson1

Mastering Agentic Conversation Pattern with AG2

4.6
Card cap

1 Hour1 Lesson1

Coding a ChatGPT-style Language Model From Scratch in Pytorch

4.6
Card cap

30 Minutes 1 Lesson1

Navigating LLM Tradeoffs Techniques for Speed & Accuracy

4.8
Card cap

1 Hour1 Lesson1

Data Preprocessing on a Real-World Problem

4.5
Card cap

1 Hour 20 Minutes 6 Lessons 6

Getting Started With Large Language Models

4.6
Card cap

4 Hours4 Lessons 4

Exploring-natural-language processing using deep learning

4.5
Card cap

30 Minutes 5 Lessons 5

Ensemble Learning and Ensemble Learning Techniques

4.8
Card cap

2 Hours4 Lessons 4

Evaluation Metrics for Machine Learning Models

4.6
Card cap

1 Hour3 Lessons 3

Exploring OpenAI o3 and o4-mini

4.7
Card cap

1 Hour1 Lesson1

Deep Dive Into QwQ-32B

4.8
Card cap

30 Minutes 1 Lesson1

Build a Resume Review Agentic System with CrewAI

4.8
Card cap

1 Hour 30 Minutes 3 Lessons 3

Getting Started with OpenAI o3-mini

4.8
Card cap

30 Minutes 30 Lessons 30

Reimagining GenAI: Common Mistakes and Best Practices for Success

4.8
Card cap

2 Hours3 Lessons 3

Building LLM Applications using Prompt Engineering

4.7
Card cap

1 Hour6 Lessons 6

Bagging and Boosting ML Algorithms

4.5
Card cap

1 Hour 20 Minutes 1 Lesson1

Understanding Linear Regression

4.7
Card cap

1 Hour1 Lesson1

The A to Z of Unsupervised ML

4.8
Card cap

2 Hours3 Lessons 3

Build your first RAG system using LlamaIndex

4.9
Card cap

9 Hours4 Lessons 4

Getting Started with Deep Learning

4.8
Card cap

1 Hour2 Lessons 2

Dreambooth: Stable DIffusion for Custom Images

4.8
Card cap

1 Hour2 Lessons 2

Nano Course: Building Large Language Models for Code

4.7
Card cap

9 Hours 30 Minutes 5 Lessons 5

Building Data Stories using Excel and Tableau

4.7
Card cap

30 Minutes 2 Lessons 2

Naive Bayes from Scratch

4.5
Card cap

3 Hours 30 Minutes 2 Lessons 2

Analyzing Data with Power BI

4.5
Card cap

30 Minutes 1 Lesson1

Foundations of Model Context Protocol

4.8
Card cap

20 Minutes 6 Lessons 6

xAI Grok 3: Smartest AI on Earth

4.5
Card cap

1 Hour1 Lesson1

DeepSeek from Scratch

4.6
Card cap

34 Minutes 2 Lessons 2

Getting Started with DeepSeek-AI

4.9
Card cap

1 Hour1 Lesson1

Learning Autonomous Driving Behaviors with LLMs and RL

5
Card cap

1 Hour1 Lesson1

GenAI for Quantitative Finance & Control Implementation

4.8
Card cap

1 Hour1 Lesson1

Creating Problem-Solving Agents with GenAI for Actions

4.5
Card cap

4 Hours3 Lessons 3

Generative AI - A Way of Life

4.5
Card cap

30 Minutes 5 Lessons 5

K-Nearest Neighbors (KNN) Algorithm in Python and R

4.8
Card cap

1 Hour 30 Minutes 9 Lessons 9

Fundamentals of Regression Analysis

4.9
Card cap

1 Hour9 Lessons 9

Pandas for Data Analysis in Python

4.8
Card cap

2 Hours4 Lessons 4

Agentic AI Design Patterns

4.5
Card cap

1 Hour1 Lesson1

Improving Real World RAG Systems :Key Challenges

4.8
Card cap

34 Hours1 Lesson1

Building Your First Computer Vision Model

4.8
Card cap

1 Hour 10 Minutes 1 Lesson1

MidJourney: From Inspiration to Implementation

4.6
Card cap

1 Hour 10 Minutes 2 Lessons 2

Building Text Classification Models in NLP

4.8
Card cap

38 Minutes 1 Lesson1

Nano Course Cutting Edge LLM Tricks

4.6
Card cap

19 Minutes 1 Lesson1

Introduction to Data Visualization

4.9
Card cap

1 Hour5 Lessons 5

Introduction to Business Analytics

4.5
Card cap

31 Minutes 4 Lessons 4

Introduction to PyTorch for Deep Learning

5
Card cap

30 Minutes 4 Lessons 4

Time Series Forecasting using Python

4.7
Card cap

2 Hours3 Lessons 3

Build Your 2025 Winning Data Science Resume with AI

4.5
Card cap

2 Hours2 Lessons 2

Essential : SQL Skills for Data Beginners

Card cap

2 Hours3 Lessons 3

A comprehensive Learning path to become a Data Analyst

4.6
Card cap

1 Hour1 Lesson1

Mastering Multilingual GenAI Open-Weight for Indic Language

4.6
Card cap

2 Hours5 Lessons 5

A Comprehensive Learning Path to Become a Data Scientist in 2025

4.8
Card cap

1 Hour1 Lesson1

Introduction to Cloud

4.7
Card cap

30 Minutes 5 Lessons 5

Dimensionality Reduction for Machine Learning

4.9
Card cap

30 Minutes 1 Lesson1

Getting Started with Decision Trees

4.6
Card cap

30 Minutes 1 Lesson1

Twitter Sentiment Analysis (Using Python)

4.8
Card cap

30 Minutes 1 Lesson1

Big Mart Sales Prediction Using R

4.6

Contact Us Today

Take the first step towards a future of innovation & excellence with Analytics Vidhya

Unlock Your AI & ML Potential

Get Expert Guidance

Need Support? We’ve Got Your Back Anytime!

We use cookies essential for this site to function well. Please click to help us improve its usefulness with additional cookies. Learn about our use of cookies in our Privacy Policy & Cookies Policy.

Show details