Why is DBSCAN required?
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How is true positive rate and recall related? Write the equation.
Explain the differences between bivariate and multivariate analysis?
What is nosql? Name some examples of nosql databases. What is a key value store? What is column storage? What is a document database?
What do you understand by the lattice package?
What is k-means?
Write a function that takes in two sorted lists and outputs a sorted list that is their union?
What do you understand by the selection bias? What are its various types?
What is the central limit theorem? How is a normal distribution different from chi square distribution?
What is the roc curve?
Define data reduction?
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 collaborative filtering in data science?
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