What are the time series algorithms?
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Explain the decision tree algorithm, and how is it different from the random forest algorithm?
Discuss normal distribution
Why is data cleaning essential in data science?
Which one would you prefer for text analytics python or r?
What is the travelling salesman problem?
Which is the standard data missing marker used in pandas?
What is the central limit theorem? How is a normal distribution different from chi square distribution?
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?
How and by what methods data visualizations can be effectively used?
What prior subject is required to become data analyst?
What do you understand by the term data science?
Do gradient descent methods always converge to the same point?
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