Data & AI Animation Academy

A free interactive lab for the whole data stack — three animated career tracks: AI/ML Engineering, Data Engineering and Data Analytics, each with interview answers and production notes.

• Concept library — 208 concepts
• Curriculum map — everything in dependency order
• Hot 10 — what teams are building now
• Real Production AI — own your intelligence
• Interview preparation
• Project ideas
• AI / ML Engineering — Teach machines to predict, generate, and act.
• Data Engineering — Move data reliably, at any volume, without losing a row.
• Data Analyst — Turn a messy question into a number someone can act on.