Coding foundations
Values, decisions, collections and functions—the small pieces that make technical conversations less opaque.
You do not need to be “technical” already. Answer six practical questions and receive a starting point based on coding, research and responsible-AI foundations. Nothing is submitted or stored.
AI UX work combines technical fluency, research judgment and responsible interaction decisions. A low score means the sequence should begin more gradually—not that the field is closed to you.
Values, decisions, collections and functions—the small pieces that make technical conversations less opaque.
Task measures, survey cleaning, evaluation rubrics and group comparisons grounded in user outcomes.
Confidence, fallback, human oversight, retrieval evidence and honest limitations.
The KHDS Coding Lab moves from your first Python line to a downloadable AI UX portfolio prototype in 93 gradual steps.