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Spotify Interview Problems (27)

Problems reported from Spotify data science interviews

Status Title Difficulty
Average Rating Per Product Category Pro Easy
Count Orders Per Customer Free Easy
Defining a KPI for a Subscription Business Free Easy
Group By and Aggregate Pro Easy
Silhouette Score Interpretation Pro Easy
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Simple CASE WHEN Classification Pro Easy
Sum and Average by Category Pro Easy
Churn Prediction Approach Pro Medium
Cohen's d Effect Size Pro Medium
Conditional Aggregation with CASE Pro Medium
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Customers Who Ordered Every Product Category Pro Medium
Data Storytelling Pro Medium
Group By with HAVING on MIN/MAX Pro Medium
Multiple Aggregations with HAVING Pro Medium
Pivot Table Pro Medium
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t-SNE vs PCA for Visualization Pro Medium
3-Row Moving Average of Daily Signups Pro Hard
Beta Distribution Applications Pro Hard
CASE WHEN for Dynamic Sorting and Bucketing Pro Hard
Cohort Retention Rate With CTEs Pro Hard
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Collaborative Filtering Cold Start Pro Hard
Grouping with Rollup-style Totals Pro Hard
K-Nearest Neighbors Pro Hard
Month-Over-Month Revenue Change Pro Hard
Survival Analysis Censoring Pro Hard
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