capstone48 weeks~4h mentor timeLive defense

Production Feature Store

Build offline/online feature parity with point-in-time correctness — the thing that quietly ruins models.

By DataWicket

pythonsparkredisdbt

The brief

Build offline/online feature parity with point-in-time correctness — the thing that quietly ruins models. The brief is deliberately incomplete — you make and justify the tradeoffs.

Deliberately ambiguous — you make and justify the tradeoffs. Your work is checked against a held-out evaluation you can't see in advance.

Milestones & mentor checkpoints

1Feature definitionsweek 1mentor review
2Offline correctnessweek 3mentor review
3Online servingweek 6mentor review

How you're graded

Correctness
40% weight
Scalability
30% weight
Code quality
30% weight