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Understand the technology shaping your world.

Clear explanations, connected ideas, and useful written learning in Technology and AI / Machine Learning. Start with a question. Leave understanding more.

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Technology / Map 1 of 6

One idea opens up another.

Start withWeb DevelopmentFollow a page request from your browser to a server and back again.

Why it connects

An API is a defined way for one piece of software to ask another piece of software for an action or information.

Read APIs

Start with a subject

Two worlds to explore.
A lot to understand.

Begin where your curiosity takes you. Each area opens into connected topics, practical ideas, and more ways to learn.

Browse knowledge areas
AREA 01 / FOUNDATIONS

Technology

Understand the systems and ideas behind the software, services, and tools you use every day.

ProgrammingWeb developmentAPIsDatabases
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AREA 02 / INTELLIGENCE

AI & Machine Learning

Make sense of how machines learn patterns, how generative AI works, and where these systems fit.

Artificial intelligenceMachine learningLLMsGenerative AI
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Ideas connect

Not sure what to learn next?

Follow a light, optional route through related ideas. Each step stands on its own; together, they make a bigger picture.

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3 connected ideas

Technology

Follow a request across the web

Trace how a browser, a server, an API, and stored information work together to deliver something useful.

01How does the web work?02What is an API?03What is a database?
Follow this learning path
3 connected ideas

AI & Machine Learning

From learning patterns to generative AI

Build a clear mental model of machine learning, then connect it to language models and generated content.

01What is machine learning?02How do large language models generate text?03What is generative AI?
Follow this learning path

When you want to go broader

Go deeper with a free LLM course.

Move from Python and transformer fundamentals to retrieval, evaluation, and deploying an LLM-powered application.

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A better way to explore

Knowledge is more useful when it connects.

What we believe
01 / UNDERSTAND

More than a definition

Get the context, examples, and practical meaning behind a concept—not only the vocabulary.

02 / CONNECT

Ideas, not islands

See how concepts build on one another, and choose a sensible next step when you are ready.

03 / RETURN

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