13 h 2 min · 22 lessons
Get ready for the loop
Interview
The last stretch before an interview: full practice rounds under time, scored against a rubric, and condensed revision of what you already know.
Interview Practice and Revision
Prove readiness under realistic conditions: technical worksheets, mock interviews with scorecards, and the final week.
15 h 51 min · 12 lessons
5 h 55 min · 22 lessons
Final Week Review
Open the final weekThe final week holds 18 condensed reviews, each with a one-page recall card, and a trigger-to-concept cheat sheet. Start with one of the two guides below. Condensed recall for concepts you have already studied — not a first introduction to them.
- Learning RoadmapThe mental model behind all eighteen reviews: what to ask, what requirement it creates, which component answers it, and the trade-off it introduces.
- Rapid Revision GuideThe whole interview flow compressed into one pass — discovery, requirements, components, retrieval, agents and operations — for the last read before the loop.
Interview Topic Hubs
Practice grouped by what the interviewer tests: the question lessons and timed rounds for each kind of round, and the modules behind them.
- Technical FoundationsCore engineering questions on code, data, APIs and infrastructure that every applied AI loop still tests.
- AI and Machine LearningDepth questions on models, retrieval, prompting, agents, evaluation and safety for LLM-based products.
- AI Systems DesignWhiteboard-style design prompts that test end-to-end architecture, scale, reliability, security and cost.
- Forward Deployed EngineeringCustomer-facing scenarios that test discovery, scoping, delivery under constraints and proving business impact.
- Behavioural and CommunicationStory-based and explanation questions that test judgement, ownership and how clearly you communicate.
Missing a topic you need? Suggest the next topic.