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How confident are you in your skills to construct a KNN classifier from scratch?

Can you list some of the differences between SVM and Random Forest?

Can you elaborate on how the retention rate is calculated for a given product?

Can you show me how to calculate the confidence intervals around a mean in Python?

Describe an aspect of your role you learned at your former job that you feel will be beneficial to your future role at Spotify

Can you design a relational database for storing song information (like iTunes)? Explain.

Can you give me an example of a project that you are proud of?

Why do you feel Spotify is the right fit for you?

What do the training and loss graphs signify for a neural network? How do different loss functions influence the shape of the loss graph, and what are some widely utilized ones? How do the training and loss graphs differ, and what do they contribute towards optimizing and augmenting model performance?

What techniques do you use to estimate the volume of fake news on Facebook and the potential influence this misinformation can have?