Can you cite some examples where a false negative important than a false positive?
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What do you know about autoencoders?
Can you explain the difference between a validation set and a test set?
What is selection bias and why does it matter?
A building has 100 floors. Given 2 identical eggs, how can you use them to find the threshold floor? The egg will break from any particular floor above floor N, including floor N itself.
Define an algorithm to discover when a person is starting to search for new job.
What is overfitting?
You are given two tables- friend_request and request_accepted. Friend_request contains requester_id, time and sent_to_id and request_accepted table contains time, acceptor_id and requestor_id. How will you determine the overall acceptance rate of requests?
How have you overcome a barrier to finding a solution?
How do you take millions of users with 100's of transactions each, amongst 10000's of products and group the users together in a meaningful segments?
What is linear optimization? Where is it used?
Can you use machine learning for time series analysis?
Explain collaborative filtering
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