Do gradient descent methods always converge to same point?
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What do you understand by type I vs type ii error?
What is the importance of having a selection bias?
There are 8 identical balls and only one of the ball is slightly heavier than the others. You are given a balance scale to find the heavier ball. What is the least number of times you have to use the balance scale to find the heavier ball?
What are the various classification algorithms?
You have two tables-the first table has data about the users and their friends, the second table has data about the users and the pages they have liked. Write an SQL query to make recommendations using pages that your friends liked. The query result should not recommend the pages that have already been liked by a user.
How can you generate a random number between 1 – 7 with only a die?
What do you understand by clustering?
What is logistic and linear regression? Name some packages in r and python for building regression models.
What is the job of a data scientist?
Explain each data visualization in detail?
When underfitting occurs in a static model?
What is random forests?
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