During analysis, how do you treat missing values?
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Explain difference between binomial and Poisson distribution?
What motivates you to transition from academia to data science?
In any 15-minute interval, there is a 20% probability that you will see at least one shooting star. What is the probability that you see at least one shooting star in the period of an hour?
How is bagging different from boosting?
What is the difference between a bagged model and a boosted model?
What is a linear regression in data science?
What are the drawbacks of the linear model?
What are recommender systems?
How make you 3d plots/visualizations using numpy/scipy?
What skills are required for data analytics roles?
What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
What does Machine Learning mean for the Future of Data Science?
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