What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression?
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Can you explain difference between data modeling and database design?
Can you define linear regression?
What is back propagation?
What is the salary for a data scientist?
How will you decide whether a customer will buy a product today or not given the income of the customer, location where the customer lives, profession and gender? Define a machine learning algorithm for this.
what is the difference between extrapolation and interpolation?
What is data science? How would you say it is similar or different to business analytics and business intelligence?
What is clustering? What is the difference between kmeans clustering and hierarchical clustering?
Explain Data Science Vs Machine Learning?
What is the job of a data scientist?
Can you define convex hull?
Why is Python used in data science?
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