Learn AI, one coffee break at a time

Learn generative AI, how the AI engine works behind the scenes, how it creates images and how tokens work, with lessons and podcasts for every profession.

CoffeeBean AI

AI Podcast

Short AI lessons. In your language.

Audio overview

AI Basics

English · CoffeeBean AI

0:005:57
What is AI?

Understand AI by seeing it work

Real activities from our lessons. Learn by trying them yourself.

Tokens How LLMs Work

See how AI reads your words

AI models do not read words. They read tokens: small pieces of text. Type anything and see it split into tokens, the same way a real model sees it.

Vectors Vector Databases

See how AI measures meaning

AI turns text into arrows called vectors. Arrows that point the same way have a similar meaning. Drag A and B and watch three ways of measuring how close they are.

For every career

AI skills for your profession

Engineers learn to build AI. Everyone else learns to use it at work, safely and with confidence. Most courses need no coding.

See AI at work in your job

You ask in plain English. AI writes a first draft. You check it. Our courses teach all three steps.

1

You ask

Write a Python function that returns the 3 most common words in a sentence. Add a short comment.

2

AI writes a draft

from collections import Counter def top_words(text, n=3): # Count each word, ignoring upper and lower case words = text.lower().split() return Counter(words).most_common(n)

3

You check it

  • Run it and test it with real examples
  • Handle punctuation and empty text
  • Understand every line before you use it
Learn this in AI Assisted Development →
Courses

Build skills that stand out

Pick a topic, or search for what you want to learn.

AI & Data

Fine-Tuning LLMs

Learn when and how to fine-tune a language model. Prepare training data, understand LoRA and other...

20 lessons
Start
Backend

Python

Python is the most popular language for AI, data science and automation. It has clean syntax, powerful...

21 lessons
Start
AI & Data

Machine Learning

Learn the algorithms that let machines learn. Go from linear regression to neural networks, and build...

21 lessons
Start
AI & Data

Artificial Intelligence

Learn the main parts of AI, from search algorithms to deep learning, LLMs and ethics. See how machines...

21 lessons
Start
AI & Data

Building AI Agents

Build AI agents step by step, starting from the basics. Learn the agent loop in Python, tool design...

24 lessons
Start
Generative AI

Master in Generative AI

Master generative AI from the inside out. Understand transformers, training and post-training,...

15 lessons
Start
AI & Data

How LLMs Work

Understand what really happens inside a large language model. Learn tokens, embeddings, attention and...

22 lessons
Start
AI & Data

Building MCP Servers

Learn the Model Context Protocol (MCP), the open standard that connects AI apps to tools and data....

20 lessons
Start
HR & Recruitment

AI for Recruitment

Use AI to hire better and faster. Write clear job descriptions, source candidates, screen CVs fairly,...

15 lessons
Start
HR & Recruitment

AI for Fair Hiring

Learn to use AI in hiring without unfair bias. Understand how bias enters hiring, design fair job...

15 lessons
Start
Healthcare

AI for Medical Research

Use AI to find, read and write medical research faster, without fake references or wrong numbers....

15 lessons
Start
Law

AI for Legal Research

Use AI to research the law faster while checking every source. Frame legal questions, research...

15 lessons
Start
Law

AI for Legal Drafting

Use AI to draft letters, legal notices, replies and agreements faster and more clearly. Start from...

15 lessons
Start

Everything you need, in one place

Code, listen, ask questions and earn certificates, all inside CoffeeBean AI.

Run code in your browser

Python, JavaScript, SQL and more run right in the lesson. There is nothing to install.

main.py▶ Run
course = "Generative AI"
lessons = ["Prompts", "Tokens", "Agents"]

print("Welcome to", course)
for number, lesson in enumerate(lessons, 1):
    print(number, lesson)
Output Welcome to Generative AI
1 Prompts
2 Tokens
3 Agents

Earn a certificate

Finish a course and get a certificate with your name. Print it or share its link.

Listen in six languages

Course podcasts you can play on the way to work.

Englishहिंदीಕನ್ನಡதமிழ்తెలుగుമലയാളം

Ask AI when you are stuck

Get a simple answer any time.

Try Ask AI →

Courses for every goal

Learn to code, build with AI or use AI in your job.

See all courses →

Your path from first lesson to certificate

Four simple steps. Every course follows the same path.

  1. 1

    Choose a course

    From Python and web basics to AI for HR, law, finance and more.

  2. 2

    Learn with pictures

    Each lesson explains one idea with a clear diagram and simple words.

  3. 3

    Practise with activities

    Sort, order and test ideas, then run real code in your browser.

  4. 4

    Get your certificate

    Finish every lesson and get a certificate you can print or share.

Made for people like you

Examples of how engineers, doctors and lawyers can use what they learn on CoffeeBean AI.

Arjun Reddy Generative AI Fundamentals

The course helped me understand how generative AI really works under the hood. Now I use it every day to write, test and review code faster.

Arjun Reddy Software Engineer
Lukas Becker Building RAG Applications

The step-by-step lessons helped me build my first RAG app with a vector database and ship it at work within a month.

Lukas Becker AI Engineer
Priya Nair AI for Doctors in Clinical Practice

The course showed me how to use AI to double-check my clinical notes and find recent research faster, without losing my own judgement.

Priya Nair Doctor, General Medicine
Rahul Verma AI for Contract Review

I now review contracts with AI as a first pass and spend my time on the clauses that actually need a lawyer's attention.

Rahul Verma Corporate Lawyer
From the blog

Step-by-step guides

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