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Full Stack LLM Bootcamp
Berkeley
Berkeley

Full Stack LLM Bootcamp

Full Stack Deep Learning's free LLM bootcamp — prompt eng, retrieval, agents, fine-tuning, deployment, UX.
free
intermediate

15 hrs

course

About this course

Full Stack Deep Learning's LLM Bootcamp is a free, hands-on introduction to building real applications with large language models. Created by Berkeley's renowned deep learning program, this course walks you through the entire lifecycle—from prompt engineering and retrieval systems to fine-tuning models and deploying them with thoughtful user experience design. Whether you're curious about how ChatGPT-style tools work under the hood or want to build your own AI features, this bootcamp bridges the gap between "I've heard of LLMs" and "I can ship them."

What you'll learn

  • Master prompt engineering techniques to coax better responses from language models without retraining them
  • Build retrieval-augmented generation (RAG) systems that let LLMs learn from your own documents and data
  • Design autonomous AI agents that can plan, reason, and take actions in multi-step workflows
  • Fine-tune open-source language models on your own data to specialize them for specific tasks
  • Deploy LLM applications to production with practical considerations for cost, speed, and reliability
  • Think through user experience design when building AI-powered products—how to show uncertainty, handle errors, and build trust
  • Understand the practical tradeoffs between different models, APIs, and deployment strategies

Who this is for

You'll get the most from this course if you've written code before and want to level up into AI. You don't need a PhD in machine learning—just curiosity and comfort with Python.

  • Software engineers — add AI capabilities to your projects and stay relevant as LLMs reshape product development
  • Builders and entrepreneurs — learn to prototype and launch AI-powered products without waiting for a machine learning team

Prerequisites

Comfort with Python programming and basic familiarity with APIs and web development. No machine learning background needed.

Why this matters for Indian learners

India's tech sector is hungry for engineers who can build with LLMs. Companies across Bangalore, Delhi, and Mumbai—from startups to giants like Infosys and TCS—are expanding AI teams, and LLM skills command premium salaries. This bootcamp gives you exactly what Indian hiring managers are looking for: not theory, but practical ability to ship AI features. As India's startup ecosystem grows and enterprises digitize, knowing how to build with LLMs positions you for roles in AI product teams, consulting, or your own ventures.

Frequently asked questions

Is this course really free?

Yes, completely free. No hidden fees, no upsell to a paid certificate—just quality content from Berkeley's team available to anyone.

How long will it take to complete?

Expect about 15 hours of work total. That's roughly 2–3 hours per week if you spread it over a month, or you can move faster if you're in a hurry. Pace depends on how deep you go into the projects.

Will I get a certificate?

This course doesn't offer a completion certificate, but completing the projects and building something real for your portfolio will speak louder than a badge anyway.

At a glance

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

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