For: Non-technical adult learners, management students and early-career professionals Suggested background: No coding required for the open lessons. Use synthetic information; an AI account is optional for the initial exercises. English · 4 ordered steps · free / open · self-paced · no account required
Your practice route
Start small. Build an attempt you can explain.
0 of 4 steps ticked by you. These ticks record practice, not mastery or assessed completion.
Use a fictional task from the lessons. Write the allowed inputs, draft/review stages and a small evaluation plan. If you try an AI tool, use only synthetic inputs and record its actual outputs; a paper walkthrough is also useful.
What may the assistant prepare, and what remains a human decision?
What counts as a pass, a revision or escalation?
Which awkward cases and review-time costs will you include?
What result would justify a limited trial, and what would stop it?
Use fictional examples and avoid personal or confidential information. This draft is not sent to an instructor or an AI service.
Optional depth
Go further when the foundation is useful.
Beta tools
Inspect the founder's optional AI prototypes
A public directory linking to personal beta builds, including AI Viva Bot.
Optional external prototypes. Check each app's credentials/data requirements; no live assessment or reliability is promised.