Hello Readers, Today let’s learn about the core concepts of logistic regression. Though the name suggests Regression, logistic regression is used to solve the classification problem. It is a a supervised learning technique which is used for predicting the categorical or discreet value. It gives the probabilistic value for each…

Cost function helps to optimize our model with minimum error. For Logistic regression we generally use Binary Cost function which uses natural log to penalize the error. Cost function for a row of data goes like this, where f(z) is the predicted probabilities value which lies between 0 and 1: loss…

Hello Readers, Hope you are doing good. Today we will be learning about Multiple Linear Regression by coding it in python. Before starting I hope you have basic knowledge of weights, numpy and pandas. Also learning about Simple Linear Regression is very useful. Have a happy Learning. In Multiple Linear…

Hello Readers, Hope you are doing good. Today we will be learning about Simple Linear Regression by coding it in python. Before starting I hope you have basic knowledge of weights, numpy and pandas. Have a happy Learning. In Simple Linear Regression, there will be only one independent and only…