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 Multivariate logistic regression Difference between single variate and multivariate regression :  Suppose we have data of the customer will buy insurance or not? Here you can see your prediction or target is only yes or no. you can also say that 0 or 1 .  now suppose you have to  build model in which you have to decide which party a person is going to vote for? so there are many target value for this like democratic,republic,independent and many more,Here you have more then two possible outcome so its called  multivariate regression. Multivariate logistic regression in Python: Here problem is  given that we have hand written digit(0 to 9) data set and we have to build machine learning model that predict the which digit is it. So you can clearly notice that our target value is 0 to 9 which means total 10 possible outcome. so it is the example of Multivariate regression. We will use logistic regression for this. First of all import library Now we load t...