Which technique is used to predict categorical responses?
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Explain about the various time series forecasting technqiues.
Explain difference between binomial and Poisson distribution?
How do you understand by bias variance trade off?
What are the principal components?
Explain the differences between bivariate and multivariate analysis?
What is the difference between skewed and uniform distribution?
Discuss 'naive' in a naive bayes algorithm?
A stranger uses a search engine to find something and you do not know anything about the person. How will you design an algorithm to determine what the stranger is looking for just after he/she types few characters in the search box?
Can you explain recommender system?
A certain couple tells you that they have two children, at least one of which is a girl. What is the probability that they have two girls?
What cross validation technique would you use on time series data set? Is it k-fold or loocv?
Explain the structure of artificial neural networks?
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