What is meant by sampling? Explain some sampling methods that you know?
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why is data cleaning important for analysis?
What will you do if removing missing values from a dataset cause bias?
what the aim of conducting a/b testing?
What is the advantage of performing dimensionality reduction before fitting an svm?
Define power analysis?
Define an algorithm to discover when a person is starting to search for new job.
What is the differences between univariate, bivariate and multivariate analysis?
Who can be scientific data there are three general steps to becoming a data scientist?
Now companies are heavily investing their money and time to make the dashboards. Why?
What is need of principal component analysis?
How is a normal distribution different from chi square distribution?
What tools or devices help you succeed in your role as a data scientist?
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