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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


181.Binning continuous variables	General	ML Coding	easy
182.Prime Spend Moving Avg	Amazon	Database	medium
183.Multiple Roles Count	Linkedin	Database	medium
184.Activation function leaky relu	General	ML Coding	easy
185.Permanently Banned Users	Meta	Database	easy
186.Avg Ride Gap	Uber	Database	easy
187.Most Frequent Renters	Airbnb	Database	easy
188.Chunk-level retrieval	General	ML Coding	easy
189.Random Forest Classifier	Google + more	ML Coding	hard
190.Matrix transpose	Google + more	ML Coding	easy
191.Rotate Matrix 90 Degrees	Google + more	Stats Coding	easy
192.Negative sampling	General	ML Coding	medium
193.Orthogonality	General	ML Coding	easy
194.Retrieval Precision At K	General	ML Coding	easy
195.Precision recall curve	General	ML Coding	medium
196.Recall Score	Google + more	ML Coding	medium
197.Masked attention scores	General	ML Coding	medium
198.Mean Absolute Error	Google + more	ML Coding	easy
199.Poor Quality Count	Airbnb	Database	easy
200.Precision Score	Google + more	ML Coding	medium

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Calculate the Pearson Correlation using Numpy.

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