QUESTIONS
Frequently asked
Do I need a technical background to start?+
No. Day 1 begins with plain-language fundamentals and every lesson defines its terms before using them. Python appears from Day 5, introduced from zero with worked examples.
How long does each day take?+
Each lesson lists its own estimated time. Most days run between 60 and 120 minutes including the lab, so the full programme is roughly 30 hours of focused study.
Can I move at my own pace?+
Yes. Progress is saved on your device as you clear days, so you can leave and return to the journey map at the exact node where you stopped.
How is the material structured?+
Every lesson follows the same flow: Objective, Body, Technical Byte, Brain Teaser, Acronym Deck, Author's Point of View, Application, Decision & Action, Summary & Conclusion, Knowledge Check, Assignment and Glossary.
What do the labs involve?+
Each day carries a hands-on Python lab with the full code and a line-by-line explanation, so you can run it locally or in any notebook environment.
Is there a final assessment and certificate?+
Yes. The final assessment samples questions from across all twenty days. Pass it and you can download a certificate carrying your name and the completion date.
Which topics are covered end to end?+
The programme runs across 20 days from data fundamentals to enterprise AI architecture, covering machine learning, deep learning, Transformers, LLMs, generative AI, embeddings, RAG and agents.
Is the content responsible-AI aware?+
Governance, privacy, evaluation, human oversight and safe tool use are treated as first-class topics rather than an appendix, and appear inside the lessons where the risk actually arises.