What does pip installation?
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What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
What are decorators in Python?
How is random forests different from decision trees?
You are given two tables- friend_request and request_accepted. Friend_request contains requester_id, time and sent_to_id and request_accepted table contains time, acceptor_id and requestor_id. How will you determine the overall acceptance rate of requests?
What is churn?
Can you explain root cause analysis?
How will you test a machine learning model for accuracy?
What is Survival Analysis?
In k-means or knn, we use euclidean distance to calculate the distance between nearest neighbors. Why not manhattan distance?
What are applications of ggplot2?
What cross validation technique would you use on time series data set? Is it k-fold or loocv?
Name some packages in r and python for building regression models.
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