What are the various steps involved in an analytics project?
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Explain the differences between univariate and multivariate analysis?
You are creating a report for user content uploads every month and observe a sudden increase in the number of upload for the month of November. The increase in uploads is particularly in image uploads. What do you think will be the cause for this and how will you test this sudden spike?
What do you understand by the selection bias?
How do you take millions of users with 100's of transactions each, amongst 10000's of products and group the users together in a meaningful segments?
Explain the difference between a validation set and a test set?
Which companies participating in Insight would you be interested in working for?
What is the jupyter center ?
What is a document database?
Differentiate between regression and classification algorithms?
What is normal distribution
Discuss linear regression?
Can you explain unsupervised learning?
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