What is an api? What are apis used for?
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How can the outlier values be treated?
State some use cases where Hadoop MapReduce works well and where it does not.
What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression?
Can you use machine learning for time series analysis?
Can you explain data preparation?
Write a function to extract the first name from the string?
What are the types of biases that can occur during sampling?
You have two tables-the first table has data about the users and their friends, the second table has data about the users and the pages they have liked. Write an SQL query to make recommendations using pages that your friends liked. The query result should not recommend the pages that have already been liked by a user.
How will you design a recommendation engine for jobs?
Can you define data discretization?
What are generators in Python?
Discuss 'naive' in a naive bayes algorithm?
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