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Can you describe how you would estimate the probability of ordering a ride, and what assumptions are necessary for this computation? How would a confidence interval be generated for this probability?

What is the formula for calculating precision and recall?

What are your plans for your career over the next five years? How does Mayo Clinic fit into this picture?

Describe how the attention mechanism works in neural networks.

In a given tree, determine the sum of the maximum sum path that goes through the root.

Write a function to output all prime numbers below N.

Regarding neural networks, do vanishing gradients primarily impact the layers closer to the input or to the output?

I would like to hear about a time when you made a compromise

What do the training and loss graphs represent in the realm of neural networks? How do different loss functions affect the shape of the loss graph, and what are some frequently used ones? How do the training and loss graphs differ, and how do they play a crucial role in optimizing and improving model performance?

When designing machine learning solutions, where does CNN fit in, and what kind of problems does it tackle?