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Coding Questions

Master 278 questions asked by top tech companies

Data Scientist188

Software Engineer4

Data Analyst97

Data Engineer97

AI Engineer160

ML Engineer177

Quantitative Analyst71

Analytics94

Computer Vision19

Data Preprocessing13

Deep Learning Basics16

Embeddings & Retrieval10

Feature Engineering10

Linear Algebra24

ML Algorithm33

ML Evaluation20

NLP13

Optimization4

Sequence Models5

Stats Functions6

Time Series3

Transformers8


219.Time series cross validation	Google + more	ML Coding	easy
220.False Positive Rate	Meta + more	ML Coding	easy
221.Top Rented Properties	Airbnb	Database	easy
222.Prime Signup 5 Days	Amazon	Database	medium
223.Binary Log Loss	Google + more	ML Coding	easy
224.Job Post Repeats	Linkedin	Database	medium
225.Embedding collapse detection	General	ML Coding	medium
226.Ensemble averaging	General	ML Coding	easy
227.Sequence padding and truncation	General	ML Coding	easy
228.Airport Dropoff Rate	Uber	Database	easy
229.Difference transformation	General	ML Coding	easy
230.Gaussian Process Classifier	Google + more	ML Coding	hard
231.Avg Transaction Amount	Amazon	Database	easy
232.Top App Revenue Daily	Apple	Database	medium
233.L1 and L2 norms	General	ML Coding	easy
234.Gradient clipping	General	ML Coding	easy
235.K Means Clustering	Google + more	ML Coding	medium
236.Logistic Regression	Google + more	ML Coding	medium
237.RNN multi-step rollout	General	ML Coding	medium
238.Adam optimizer step	Google + more	ML Coding	medium

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Question of the Day

Calculate the Pearson Correlation using Numpy.

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