Differentiate between supervised and unsupervised learning?
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Discuss decision tree algorithm?
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?
When do you need to update the algorithm in data science?
Can you explain systematic sampling?
What is logistic regression in data science?
During analysis, how do you treat missing values?
What are the different performance metrics for evaluating Uber services?
What is the job of a data scientist?
How do you understand by bias variance trade off?
If we added one rider to the current SF market, how would that affect the existing riders and drivers?
Explain the difference between data modeling and database design?
What are interpolation and extrapolation?
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