State some use cases where Hadoop MapReduce works well and where it does not.
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What are the various classification algorithms?
Name some kinds of graphs and explain how you would build them in python or r.
How is bagging different from boosting?
What is association analysis? Where is it used?
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?
Explain survivorship bias?
What are data science and analytic?
Where is association analysis used?
How do you build a custom function in python or r?
Explain unsupervised learning?
What is the svm algorithm?
During analysis, how do you treat missing values?
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