capstone4–8 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