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Berkeley LLM Agents MOOC
Berkeley
Berkeley

Berkeley LLM Agents MOOC

Berkeley's MOOC on LLM agents — reasoning, tool use, multi-agent systems, evaluation. Guest lectures from top labs.
free
intermediate

20 hrs

course

About this course

This Berkeley MOOC is a hands-on exploration of large language models (LLMs) in action—specifically, how to build agents that reason, use tools, and work together to solve problems. You'll learn directly from researchers at one of the world's leading AI institutions, with guest lectures from top labs bringing real-world context. Whether you're curious about how ChatGPT-like systems actually work behind the scenes or you want to build smarter AI applications, this course bridges theory and practice.

What you'll learn

  • How LLM agents reason through complex tasks and break them into steps
  • Tool use and function calling—enabling LLMs to interact with APIs, databases, and real-world systems
  • Multi-agent systems—designing multiple agents that collaborate, debate, or specialize in different domains
  • Evaluation frameworks—measuring agent performance and reliability in production settings
  • Prompt engineering techniques that move beyond simple templates to structured reasoning
  • Building and debugging agentic workflows in Python
  • Real-world case studies from top research labs showing deployed agent systems

Who this is for

You'll get the most from this course if you have some coding experience and basic familiarity with how LLMs work. You don't need a PhD—just curiosity and willingness to tinker with code.

  • AI/ML enthusiasts — deepen your understanding of cutting-edge agent architectures beyond tutorials and blog posts
  • Software engineers — learn how to architect and deploy intelligent systems that extend beyond simple API calls

Prerequisites

Basic Python programming experience and familiarity with how large language models (like ChatGPT or Claude) function. If you've worked with APIs or built simple Python projects, you're ready.

Why this matters for Indian learners

AI agent skills are becoming central to India's software export story. Companies like TCS, Infosys, and Wipro are building AI-driven solutions for global clients, and smaller startups in Bangalore, Hyderabad, and Pune are competing in the AI tools space. Understanding LLM agents—how to build them, evaluate them, and deploy them reliably—puts you ahead in job interviews and freelance work. This course gives you Berkeley-level knowledge without the fees or visa requirements.

Frequently asked questions

Is this course really free?

Yes. You can access all course materials, lectures, and assignments at no cost. If you want a verified certificate of completion, Berkeley may offer that for a separate optional fee, but learning itself is completely free.

How long will it take to complete?

The course is designed for 20 hours of engaged learning. That's roughly 4–5 hours per week over a month, or you can go faster. Pace it to your schedule—there's no rigid deadline.

Will I get a certificate?

Yes. Upon completion, you'll receive a certificate from Berkeley acknowledging that you've finished the course. Many learners add this to LinkedIn profiles and portfolios.

At a glance

Provider
Berkeley
Level
Intermediate
Duration
20 hrs
Format
Recorded
Language
En
Certificate
True
Price
free (0 )

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