What is the advantage of performing dimensionality reduction before fitting an svm?
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Why is resampling done?
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.
Discuss decision tree algorithm?
Define a sql query? What is the difference between select and update query? How do you use sql in sas, python, r languages?
What is the supervised learning?
How can you check if a data set or time series is random?
Explain collaborative filtering
Can you explain the difference between a validation set and a test set?
How can you measure engagement with given Twitter data?
What are you employed pip?
Why L1 regularizations causes parameter sparsity whereas L2 regularization does not?
What is an outlier? How do you treat outlier data?
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