AI Engineering

• Question Bank

  Topic-organized interview questions with model answers.

  Open (128)

• Scenario Workbook

  Practice prompts and incident post-mortems.

  Open (11)

• Case Studies

  Worked whiteboard scripts with a self-score rubric.

  Open (4)

• Portfolio Projects

  Example project narratives to model your own story on.

  Open (2)

• Mock Interviews

  Structured practice interviews under a fictional company.

  Open (6)

• RAG Pipeline Lab

  Interactive retrieval-parameter simulator, no sign-in required.

  Open

Reference

• Study Plan

  A day-by-day plan built from this Domain’s priorities.

  Open

• Skill Matrix

  What “production-ready” looks like, skill by skill.

  Open

• Glossary

  Every acronym and term used across this Domain, defined.

  Open

• Cheat Sheet

  A condensed last-minute review.

  Open

• Cost Planning

  A Bill of Materials and unit-economics method.

  Open

• Sample Job Description

  See how a real posting maps to a prep checklist.

  Open

• Introduction Template

  Structure your 2-minute pitch and opening story.

  Open

• Interviewer Personas

  Adapt your pitch to who’s asking.

  Open

Public access boundary: Module scope is public. Full Lesson bodies require sign-in.

• 01 · AI System FoundationsSign in to learn
• 02 · Retrieval-Augmented GenerationSign in to learn
• 03 · Evaluation and GuardrailsSign in to learn
• 04 · LLMOps and ObservabilitySign in to learn
• 05 · Agentic SystemsSign in to learn