Define analytics?
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What do you understand by decision tree?
What is machine learning and how can it be used for time series analysis?
What is a/b testing in data science?
Why is DBSCAN required?
Explain recommender systems?
Can you define data reduction?
You can roll a dice three times. You will be given $X where X is the highest roll you get. You can choose to stop rolling at any time (example, if you roll a 6 on the first roll, you can stop). What is your expected pay-out?
What is the degree of freedom for lasso?
What is the job of a data scientist?
Treating a categorical variable as a continuous variable would result in a better predictive model?
State the difference between a validation set and a test set?
Explain data wrangling?
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