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What are some of the major assumptions inherent in linear regression models, and what implications do they have for interpreting output?

How would you explain the concept of embedding to someone unfamiliar with it?

Please expound on the Naive Bayes algorithm and your process for deciding the classification threshold.,

How would you approach building a demand forecasting model for a ride-sharing service? What factors would you consider and what data sources would you use? Can you walk me through the steps you would take to develop and validate such a model?

Tell me how you would calculate the shortest distance for a knight on an infinite chessboard to move from A to B.

How would you determine if our users enjoy using the video chat feature?

What are the key steps in the backpropagation technique for neural networks?

Tell me about a project you are proud of?

Why did you apply to Tesla?

Could you provide an explanation of the variance between likelihood and probability?