Can you define feature vector?
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Where is association analysis used?
How can you select k for k-means?
How will you test that there is increased probability of a user to stay active after 6 months given that a user has more friends now?
How will you check if an element 25 is present in a vector?
How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
What is clustering? What is the difference between kmeans clustering and hierarchical clustering?
Define the term deep learning?
Develop an algorithm to sort two lists of sorted integers into a single list.
A dice is rolled twice, what is the probability that on the second chance it will be a 6?
Why is Python used in data science?
Please explain the goal of a/b testing.
What is the importance of having a selection bias?
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