Build AI Agents with CrewAI
What you will learn:
- Create and organize multi-agent AI workflows using CrewAI
- Design agent roles such as Supervisor, Researcher, and Action Executor
- Utilize LLM for decision-making and personalized task execution
- Create tool-based actions for data retrieval and API interaction
- Connect multiple agents for dynamic collaboration
- Configure agent prompts to manage their behavior and outputs
If you are interested in AI that actually performs tasks rather than just discussing them, this brief course is for you. You will learn to create AI agents that collaborate, delegate, and act using the intuitive structure of CrewAI.
We will start by defining roles for each agent, then link them with tools and actions that allow data retrieval, decision-making, and effective collaboration. You will progress from setting up simple workflows to organizing full-fledged AI systems.
By the end of the course, you will create a multi-agent AI interview coach powered by CrewAI!
About the Author: Zero To Mastery
Zero To Mastery (ZTM) is a Toronto-based online coding academy founded by Andrei Neagoie, originally a senior developer at large Canadian tech firms before turning to teaching full-time. The academy's signature is the cohort-based bootcamp track combined with a deep self-paced course library, all aimed at career-changers and self-taught developers preparing to land software-engineering roles at top companies.
The instructor roster has grown well beyond Andrei to include other senior practitioners: Daniel Bourke (machine learning), Aleksa Tešić (DevOps), Jacinto Wong, and others. Courses cover the full software-engineering career path: web development with React and Next.js, Python, machine learning and deep learning, DevOps and cloud, system design, mobile, and the algorithm / data-structure interview prep that gates engineering jobs.
The CourseFlix listing under this source carries over 120 ZTM courses spanning that full range. Material is paid; ZTM itself runs on a monthly / annual membership model. The teaching style favours long-form, project-based courses where students build complete portfolio-quality applications rather than disconnected feature tutorials.
Watch Online 26 lessons
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 1 | Introduction: Why AI Agents Are The Future Demo | 11:13 | |
| 2 | What We're Building (Panic! I Have a Job Interview Tomorrow!) | 02:27 | |
| 3 | Getting an OpenAI API Key | 04:31 | |
| 4 | CrewAI Setup | 04:50 | |
| 5 | Get the Data | 05:54 | |
| 6 | About CrewAI | 07:51 | |
| 7 | AI Interviewer Agent | 07:32 | |
| 8 | Interview Prep Task | 03:46 | |
| 9 | Assemble First Crew | 05:05 | |
| 10 | Second AI Agent | 07:15 | |
| 11 | Adding Knowledge Sources | 08:14 | |
| 12 | Game Plan for Pro Level | 04:01 | |
| 13 | CrewAI Setup | 06:30 | |
| 14 | AI Research Agent | 08:11 | |
| 15 | AI Research Tasks | 05:08 | |
| 16 | AI Coach and Interview Tasks | 06:24 | |
| 17 | Assembling First Crew and Exporting | 09:26 | |
| 18 | Interviewing and Coaching Tasks | 06:43 | |
| 19 | Second AI Crew | 07:06 | |
| 20 | Hierarchical Process | 06:34 | |
| 21 | Andrei Asks For Your Help! | 01:37 | |
| 22 | CrewAI Setup | 03:51 | |
| 23 | Research AI Agent and 1st Task | 08:31 | |
| 24 | Research and Sentiment Tasks | 09:46 | |
| 25 | AI Scoring Agent and Task | 07:38 | |
| 26 | Final AI Crew | 11:38 |
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26 lessons · 2h 51m 42sShow all 26 lessons
- 1 Introduction: Why AI Agents Are The Future 11:13
- 2 What We're Building (Panic! I Have a Job Interview Tomorrow!) 02:27
- 3 Getting an OpenAI API Key 04:31
- 4 CrewAI Setup 04:50
- 5 Get the Data 05:54
- 6 About CrewAI 07:51
- 7 AI Interviewer Agent 07:32
- 8 Interview Prep Task 03:46
- 9 Assemble First Crew 05:05
- 10 Second AI Agent 07:15
- 11 Adding Knowledge Sources 08:14
- 12 Game Plan for Pro Level 04:01
- 13 CrewAI Setup 06:30
- 14 AI Research Agent 08:11
- 15 AI Research Tasks 05:08
- 16 AI Coach and Interview Tasks 06:24
- 17 Assembling First Crew and Exporting 09:26
- 18 Interviewing and Coaching Tasks 06:43
- 19 Second AI Crew 07:06
- 20 Hierarchical Process 06:34
- 21 Andrei Asks For Your Help! 01:37
- 22 CrewAI Setup 03:51
- 23 Research AI Agent and 1st Task 08:31
- 24 Research and Sentiment Tasks 09:46
- 25 AI Scoring Agent and Task 07:38
- 26 Final AI Crew 11:38
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