How would you say data science is similar or different to business analytics and business intelligence?
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Explain difference between binomial and Poisson distribution?
Please explain gradient descent?
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?
How do you do for loops in python and r?
What is the definition of the unit test?
How will inspect missing data and when are they important for your analysis?
What is column storage? What is a document database?
Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa?
What is meant by R statistics?
What is a recommender system?
What are essential skills and training needed in data Science?
You are given a training dataset of users that contain their demographic details, the pages on Facebook they have liked so far and results of psychology test based on their personality i.e. their openness to like FB pages or not. How will you predict the age, gender and other demographics of unseen data?
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