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How would you judge and differentiate the search results obtained from two diverse algorithms?

Explain how you would perform a join between two tables, one with duplicate values.

What is the most efficient way to calculate the dot product of two sparse matrices?

Please tell me about a time when you struggled to meet a deadline.

What are some solutions to the problem of covariate imbalance in machine learning, and how do they contribute to better model outcomes?

Describe a conflict situation you have experienced

Have you ever come up with or implemented a truly innovative idea? If so, how did you do it?

What is collaborative filtering in ML?

Can you mention a selection of optimization algorithms you're versed in? How would you go about optimizing a scenario with an extremely large variable set, say a million? How does the simplex method facilitate solving linear optimization problems?

How can you make multi-dimensional data comprehensible through visualization?