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Explain recommender system?
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Explain types of statistical data?
How would churn help predict and control churn for a customer?
From a long sorted list and a short 4 element sorted list, which algorithm will you use to search the long sorted list for 4 elements.
What is the difference between supervised learning an unsupervised learning?
Where is association analysis used?
What is the degree of freedom for lasso?
What is back propagation?
What is the difference between supervised and unsupervised methods?
What are the various classification algorithms?
State the difference between a validation set and a test set?
Can you explain collaborative filtering?
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?
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