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Netflix Interview Problems (45)
Problems reported from Netflix data science interviews
| Status | Title | Difficulty | |||
|---|---|---|---|---|---|
| Mentoring Junior Data Scientists Pro | Medium | ||||
| Multiple Aggregations with HAVING Pro | Medium | ||||
| Pivot Table Pro | Medium | ||||
| Statistical Power Pro | Medium | ||||
| Beta Distribution Applications Pro | Hard | ||||
| Unlock all 45+ problems | |||||
| Bonferroni Correction and Multiple Testing Pro | Hard | ||||
| CASE WHEN for Dynamic Sorting and Bucketing Pro | Hard | ||||
| Cohort Retention Rate With CTEs Pro | Hard | ||||
| Collaborative Filtering Cold Start Pro | Hard | ||||
| Experiment Design for ML Pro | Hard | ||||
| Unlock all 45+ problems | |||||
| Grouping with Rollup-style Totals Pro | Hard | ||||
| K-Nearest Neighbors Pro | Hard | ||||
| Log Loss as Evaluation Metric Pro | Hard | ||||
| Month-Over-Month Revenue Change Pro | Hard | ||||
| Multi-Step Funnel Analysis With CTEs Pro | Hard | ||||
| Unlock all 45+ problems | |||||
| Permutation Test Mechanics Pro | Hard | ||||
| Running Total of Order Amounts Per Customer Pro | Hard | ||||
| Survival Analysis Censoring Pro | Hard | ||||
| Time Series Resample Pro | Hard | ||||
| Top Spending Customer Per Product Category Pro | Hard | ||||
| Unlock all 45+ problems | |||||