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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


121.Gaussian Process Regressor	Google + more	ML Coding	hard
122.Attention masking	General	ML Coding	medium
123.Projection onto box constraints	General	ML Coding	easy
124.Sigmoid function	Google + more	ML Coding	easy
125.Population Variance	Google + more	Stats Coding	easy
126.Top 5 Largest Properties	Airbnb	Database	easy
127.Elastic Net Regression	Google + more	ML Coding	hard
128.Prime Join Delay	Amazon	Database	easy
129.Padding and stride effects	General	ML Coding	easy
130.Single Post Count	Linkedin	Database	easy
131.Avg Days Between Stays	Airbnb	Database	easy
132.Active Creators	Google + more	Database	easy
133.Vector multiplication	General	ML Coding	easy
134.Gradient Boosting Regressor	Google + more	ML Coding	hard
135.Lasso Classifier	Google + more	ML Coding	hard
135.Multi-head concat	General	ML Coding	easy
136.Vision model evaluation metrics	General	ML Coding	easy
137.Non Max Suppression	General	ML Coding	medium
138.Batched query retrieval	General	ML Coding	medium
139.Activation function tanh	General	ML Coding	easy

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Calculate the Pearson Correlation using Numpy.

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