How can outlier values be treated?
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State the difference between a validation set and a test set?
How do you treat multicollinearity and heteroscedasticity in regression?
Now companies are heavily investing their money and time to make the dashboards. Why?
Write a function that takes in two sorted lists and outputs a sorted list that is their union?
List out the libraries in python used for data analysis and scientific computations?
What is clustering? What is the difference between kmeans clustering and hierarchical clustering?
Which database is best for data science?
Define a sql query? What is the difference between select and update query?
You are about to get on a plane to Seattle, you want to know whether you have to bring an umbrella or not. You call three of your random friends and as each one of them if it's raining. The probability that your friend is telling the truth is 2/3 and the probability that they are playing a prank on you by lying is 1/3. If all 3 of them tell that it is raining, then what is the probability that it is actually raining in Seattle.
How is bagging different from boosting?
During analysis, how do you treat missing values?
What do you know about autoencoders?
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