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AnalystGym offers a two-minute daily drill focused on analytical judgment rather than technical skills—the part of data work that AI can't handle. You rate your confidence, get feedback on your reasoning, and build a streak by showing up consistently.
- AI handles execution well (queries, transformations, calculations), but you still own the judgment calls: interpreting sudden metric changes, handling stakeholder requests, and defining metrics that hold up under pressure
- Four rotating drill formats (Lesson, Rapid Fire, Currency, The Rule) train different skills: careful reading, pattern recognition, time budgeting, and precise rule-writing
- Getting answers wrong is part of the learning—the value is in the reps and calibrating your confidence, not in being right every time