Learn through a task that matters.

Choose marketing, business intelligence or a useful tool to build. Each path connects the foundations to a capstone, with an output you can check and reuse.

Three workplace paths

New to AI? Explore the foundations

Create marketing work people can use

Move from an approved source to a campaign package, a claim review and an owned publishing decision.

The capstone

Build a source-based campaign package

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Turn business data into a checked decision brief

Learn to reconcile inputs, calculate reproducible metrics and separate observations from hypotheses.

The capstone

Produce a reproducible performance decision brief

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Build and maintain a useful first page

Scope a small website, choose only the needed services, inspect the result and leave a recoverable handoff.

The capstone

Make a useful page and prove you can change it

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One method, different operating contexts

Use a public or fictional example while learning. Adapt the same exercise to an owner-led business, a department or a complex organization by changing the permissions, review and support it requires.

Your plan should say who owns the result, what evidence is needed and what is allowed. A company-size label does not answer those questions.

Describe your starting point