What is logistic and linear regression? Name some packages in r and python for building regression models.
Define naive bayes?
How can you assess a good logistic model?
What is the roc curve?
How to create survival object in R?
What do you understand by parametric and non-parametric methods? Explain with examples.
What do you understand by normal distribution?
How many sorting algorithms are available?
What skills do you need to be a data analyst?
Where is association analysis used?
What is the importance of having a selection bias?
Suppose that American Express has 1 million card members along with their transaction details. They also have 10,000 restaurants and 1000 food coupons. Suggest a method which can be used to pass the food coupons to users given that some users have already received the food coupons so far.
How can outlier values be treated?
Write the formula to calculate r-square?
Explain root cause analysis?
