Which tools and frameworks will I learn to use?

You’ll explore tools such as Python, LangChain, LlamaIndex, OpenAI API, Hugging Face Inference, vector databases, and workflow orchestration platforms.

What kinds of AI agents will I build?

You’ll learn to create conversational agents, task-oriented agents, and multi-tool automation agents that perform real-world tasks.

How are AI agents different from traditional automation?

AI agents can reason, plan, and interact with multiple tools or systems, enabling more flexible and intelligent automation.

Can these AI agents be integrated into real products or workflows?

Yes. The course covers integration strategies and deployment approaches for real-world applications.

Will I learn about multi-agent systems?

Yes. You’ll explore how multiple agents can collaborate and coordinate tasks to solve complex problems.

Does the course cover responsible AI and safety considerations?

Yes. You’ll learn about monitoring, guardrails, and responsible AI practices when deploying intelligent.

What will I get if I purchase the Certificate?

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Learn AI Agents: Design, Build & Deploy

Grow your skills with Coursera Plus for $239/year (usually $399). Save now.

Learn AI Agents: Design, Build & Deploy

Instructor: AI CERTs Team

Included with

Learn more

8 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

3 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

8 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

3 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

What you'll learn

AI Agent Fundamentals: Understand how AI agents work, including architectures, capabilities, and real-world automation use cases.
Agent Design & Development: Build intelligent agents using tools like Python, LangChain, and LlamaIndex for task execution and workflows.
Multi-Agent Systems & Automation: Create agents that collaborate, integrate tools, and automate complex processes across applications.
Deployment & Responsible AI: Deploy agents using APIs, vector databases, and orchestration tools while applying monitoring and guardrails.

Details to know

Shareable certificate

Add to your LinkedIn profile

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

There are 8 modules in this course

Learn AI Agents: Design, Build & Deploy is a practical course designed to help learners understand, build, and implement intelligent AI agents that automate tasks and enhance digital workflows. As organizations increasingly adopt AI-driven automation, professionals who can design and manage AI agents are becoming essential across industries.

In this course, you’ll explore the foundations of AI agents, including how they perceive information, make decisions, and perform tasks autonomously. You’ll learn how to design task-oriented and conversational agents, connect them with real tools and data sources, and deploy them in real-world environments. Through guided exercises and hands-on projects, you’ll gain experience using industry tools such as Python, LangChain, LlamaIndex, OpenAI APIs, Hugging Face Inference, vector databases like Pinecone and Chroma, workflow orchestration tools like Airflow and Prefect, Jupyter Notebooks, and Docker. You’ll also learn how to build multi-tool agents, integrate external systems, and implement guardrails for responsible AI use. By the end of the course, you’ll be able to design, build, and deploy AI agents that automate workflows, support decision-making, and create real operational value for businesses and digital products.

This module covers a quick summary of what the certification is going to cover from start to finish. Here is the brief about the structure of the overall certification: Each of our certifications follows a consistent, multimodal structure to provide a flexible learning experience. The content is available across four formats: eBooks: In-depth written material for focused learning. Audiobooks: Audio version of the eBook, perfect for learning on the go. Podcasts: Engaging audio content to reinforce key concepts. Videos: Modular video chunks, each covering a specific topic. The names of the eBooks, Audiobooks, and Podcasts are the same, ensuring you can seamlessly switch between formats without losing track of the content. Videos are divided into bite-sized modules for easier consumption, and all content across these mediums is consistent, so no matter which format you choose, the information remains the same. This gives you the freedom to learn in the way that works best for you.

What's included

9 videos2 readings1 assignment2 plugins

9 videos Total 158 minutes

Audiobook: Module 1: Course Introduction 5 minutes
Module 1: Course Introduction 4 minutes
Audiobook: Module 1: Introduction to AI Agents 79 minutes
Podcast: Module 1: Introduction to AI Agents 44 minutes
1.1 Understanding AI Agents 3 minutes
1.2 Core Components of an AI Agent 4 minutes
1.3 AI Agent Ecosystems and Framework Selection Factors 7 minutes
1.4 Applications, Misconceptions, and Mini Case Studies 6 minutes
1.5 Case Study: Transforming Customer Support at Acme Retail with AI Agents 4 minutes

2 readings Total 20 minutes

Hands On-1 10 minutes
Hands On-2 10 minutes

1 assignment Total 30 minutes

Quiz 1 30 minutes

2 plugins Total 30 minutes

Ebook: Module 1: Introduction to AI Agents 15 minutes
Activity: Tab 15 minutes

What's included

6 videos2 readings1 assignment2 plugins

6 videos Total 129 minutes

Audiobook: Module 02: Core Concepts and Types of AI Agents 64 minutes
Podcast: Module 02: Core Concepts and Types of AI Agents 44 minutes
2.1. Anatomy of an AI Agent 5 minutes
2.2 Classification of AI Agents 7 minutes
2.3 Matching Agents to Use Cases 4 minutes
2.4 Case Study: Enhancing Mental Health Support with AI Agents at Earkick 5 minutes

2 readings Total 20 minutes

Hands On-1 10 minutes
Hands On-2 10 minutes

1 assignment Total 30 minutes

Quiz 2 30 minutes

2 plugins Total 30 minutes

Ebook: Module 02: Core Concepts and Types of AI Agents 15 minutes
Activity: Hotspot 15 minutes

What's included

6 videos1 reading1 assignment2 plugins

6 videos Total 137 minutes

Audiobook: Module 03: Tools for Non-Coders 76 minutes
Podcast: Module 03: Tools for Non-Coders 41 minutes
3.1 No-code and visual agent platforms 5 minutes
3.2 Tools Overview and Setup 7 minutes
3.3 Start building: 'Your First Flow' with n8n 4 minutes
3.4 Case Study: Empowering HR with AI – Building an Onboarding Assistant Without Coding 4 minutes

1 reading Total 10 minutes

Hands On 10 minutes

1 assignment Total 30 minutes

Quiz 3 30 minutes

2 plugins Total 30 minutes

Ebook: Module 03: Tools for Non-Coders 15 minutes
Activity: Drag-and-drop 15 minutes

What's included

5 videos4 readings1 assignment2 plugins

5 videos Total 120 minutes

Audiobook: Module 04: Building Simple Agents 62 minutes
Podcast: Module 04: Building Simple Agents 41 minutes
4.1 Building Simple Agents 6 minutes
4.2 Troubleshooting and Validation of AI Agents 6 minutes
4.3 Share your AI Agent 5 minutes

4 readings Total 40 minutes

Hands On-1 10 minutes
Hands On-2 10 minutes
Hands On-3 10 minutes
Hands On-4 10 minutes

1 assignment Total 30 minutes

Quiz 4 30 minutes

2 plugins Total 30 minutes

Ebook: Module 04: Building Simple Agents 15 minutes
Activity: Scenario Activity 15 minutes

What's included

8 videos1 reading1 assignment2 plugins

8 videos Total 146 minutes

Audiobook: Module 5: Multi-Tool Agents and Workflow Automation 73 minutes
Podcast: Module 5: Multi-Tool Agents and Workflow Automation 44 minutes
5.1 Multi-Tool Agent 6 minutes
5.2 Agent Chaining and Workflow Basics 4 minutes
5.3 Managing Agent State: State, Context, and User Journey 6 minutes
5.4 Prompt Engineering for Agents 6 minutes
5.5 Multi-Agent System (MAS) 3 minutes
5.6 Case Study: Chaining Tools for Smarter Marketing Campaigns 4 minutes

1 reading Total 10 minutes

Hands On 10 minutes

1 assignment Total 30 minutes

Quiz 5 30 minutes

2 plugins Total 30 minutes

Ebook: Module 5: Multi-Tool Agents and Workflow Automation 15 minutes
Activity: Carousel 15 minutes

What's included

9 videos1 reading2 plugins

9 videos Total 171 minutes

Audiobook: Module 06: Integration, Application Mapping, and Deployment 83 minutes
Podcast: Module 06: Integration, Application Mapping, and Deployment 55 minutes
6.1 Deploying Agents 4 minutes
6.2 Channel Selection- Where the User Will Interact 5 minutes
6.3 Hosting Environment – Where Does the Agent Run? 5 minutes
6.4 Data Integration 5 minutes
6.5 Security Setup 4 minutes
6.6 Monitoring and Updates 2 minutes
6.7 Application Mapping 6 minutes

1 reading Total 10 minutes

Hands On 10 minutes

2 plugins Total 30 minutes

Ebook: Module 06: Integration, Application Mapping, and Deployment 15 minutes
Activity: Problem Statement 15 minutes

What's included

9 videos1 assignment2 plugins

9 videos Total 187 minutes

Audiobook: Module 07: Monitoring, Guardrails, and Responsible AI 105 minutes
Podcast: Module 07: Monitoring, Guardrails, and Responsible AI 51 minutes
7.1 Observability Basics 4 minutes
7.2 Performance Evaluation: Key Metrics 5 minutes
7.3 Guardrails: Preventing Misuse and Ensuring Safe Outputs 5 minutes
7.4 Responsible AI 4 minutes
7.5 Mini-Case: Failure and Recovery in Agent Deployments 4 minutes
7.6 Real-World Failures 4 minutes
7.7 Peer Sharing: How to Present and Discuss Agent Logs or Results 5 minutes

1 assignment Total 30 minutes

Quiz 7 30 minutes

2 plugins Total 30 minutes

Ebook: Module 07: Monitoring, Guardrails, and Responsible AI 15 minutes
Activity: Multiple Response 15 minutes

What's included

4 videos1 assignment1 plugin

4 videos Total 125 minutes

Audiobook: Module 08: Capstone Project – Design Your Own Intelligent Agent 81 minutes
Podcast: Module 08: Capstone Project – Design Your Own Intelligent Agent 36 minutes
8.1 Introduction to Capstone Project 4 minutes
Module 08: Summary 5 minutes

1 assignment Total 30 minutes

Quiz 8 30 minutes

1 plugin Total 15 minutes

Ebook: Module 08: Capstone Project – Design Your Own Intelligent Agent 15 minutes

Instructor

AI CERTs Team

AI CERTs

54 Courses 24,987 learners

Offered by

AI CERTs

Why people choose Coursera for their career

Felipe M.

Learner since 2018

"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020

"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021

"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Learn more

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Explore degrees

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Learn more

Frequently asked questions

No. The course starts with core AI agent concepts and gradually moves into designing and building intelligent agents.

Yes. You’ll design and build functional AI agents capable of automating workflows, executing tasks, and integrating tools.

Basic familiarity with Python is helpful, but the course also introduces tools and frameworks that simplify agent developmen.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.