Can you explain supervised learning?
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What are the differences between overfitting and underfitting?
How can you solve a problem that has no solution?
In a given day, how many birthday posts occur on Facebook?
A jar has 1000 coins, of which 999 are fair and 1 is double headed. Pick a coin at random, and toss it 10 times. Given that you see 10 heads, what is the probability that the next toss of that coin is also a head?
How do data management procedures like missing data handling make selection bias worse?
What is a joke that people say about you and how would you rate the joke on a scale of 1 to 10?
You are at a Casino. You have two dices to play with. You win $10 every time you roll a 5. If you play till you win and then stop, what is the expected pay-out?
Give a large dataset, find the median.
What are various steps involved in an analytics project?
Do gradient descent methods always converge to same point?
Why do you want to work at this company as a data scientist?
Name commonly used algorithms.