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Differentiate between type I and type ii error?
Give an example of a data set that has a non-gaussian distribution?
What is the importance of data cleaning in analysis?
Describe the various steps involved while carrying out an analytical project?
Different between overfitting and underfitting?
Differentiate between skewed and uniform distribution?
Why is dimensional reduction performed before fitting a support vector machine (svm)?
What is the importance of selection bias?
What is the purpose of a/b testing?
What is machine learning and how can it be used for time series analysis?
Explain recommender systems?
State the difference between a validation set and a test set?
while working on a data set, how can you select important variables? Explain
What is a linear regression?
What is skewed distribution & uniform distribution?
