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In your experience, have you found Rectified Linear Unit to be a reliable activation function for various deep learning tasks?

How do confusion matrix and ROC curve tools differ in their use for model evaluation, and when is each preferable?

In your next position at Anaplan, what do you hope to achieve?

Enlighten us on the BERT model and why it surpasses the BiLSTM in performance.

Can you create a shuffle function using a roll() function that guarantees an equal chance for each permutation?

If you have a function that outputs 1 or 0 with given probabilities, how would you generate seven equal-probability integers?

As a data analyst, how would you create a predictive model for determining whether future clients would purchase a specific software? What key pieces of information need to be included in the dataset to develop a solid prediction model?

Describe an occasion when you took ownership

Could you develop an algorithm to emulate rolling an X-sided dice with distinct probabilities for each side?

Imagine a messages table in SQL with fields id, sender_id, receiver_id, and message. What is the method you would use to determine the set of unique communicators?