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HANDS-ON LAB ASSESSMENT
10 MODULES · FULLY NARRATED · ANIMATED THROUGHOUT

Artificial intelligence,
actually explained.

A deep, fully narrated masterclass that takes you from “I keep hearing about AI” to genuinely fluent. Twenty-one teaching films where every concept is shown happening — rules failing while a model generalises, backpropagation flowing backwards, noise resolving into an image — plus sixteen sandboxes you drive yourself.

▸  Start Module 1 Hands-on lab Final assessment
10modules
—total runtime
—narrated audio
21animated films
16live sandboxes
7lab exercises
20assessment questions

The curriculum

Every module is narrated end to end with word-synchronised subtitles, animated scenes that build as the explanation unfolds, a knowledge checkpoint, and — where it helps — a sandbox you can break.

What you walk away with

Not vocabulary. Judgement.

Draw the map. AI, ML, deep learning and generative AI — separated cleanly and defensibly.
See inside the model. Tokens, embeddings, attention, context window, sampling.
Write prompts that work. Five ingredients, four techniques, one reusable library.
Know the failure modes. Hallucination, bias, prompt injection — and the control for each.
Choose correctly. Fine-tune vs retrieval, frontier vs small, cloud vs edge.
Apply it at work. Eleven industries, ten telecom deployments, a five-question project filter.
PRACTICE

Hands-on Lab

Seven guided exercises — build a prompt, summarise a document, generate an image brief, write a script, rewrite a report, explain a concept at two depths, and compare two models. 15–20 minutes.

Open the lab →
PROVE IT

Final Assessment

Twenty questions drawn from all ten modules, shuffled every attempt, with an explanation for every answer. 70% to pass.

Take the assessment →