What is the difference between an analyst and a data scientist?
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Explain the method to collect and analyze data to use social media to predict the weather condition?
Explain recommender system?
You own a clothing enterprise and want to improve your place in the market. How will you do it from the ground level ?
A jar has 1000 coins, of which 999 are fair and 1 is double headed. Pick a coin at random, and toss it 10 times. Given that you see 10 heads, what is the probability that the next toss of that coin is also a head?
Explain the differences between univariate, bivariate and multivariate analysis?
Explain the decision tree algorithm?
What is a linear regression in data science?
How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
What are data science and analytic?
Among python and r, which one is generally preferred for text analytics?
How would you add value to the company through your projects?
What prior subject is required to become a data analyst?
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