Tag: Data Science

Learn how to implement Linear Regression for Machine Learning from scratch using Python. ...

Linear Regression is one of the most simple yet widely used statistical Machine Learning technique. The linear regression machine learning algorithm tries to map one or more independent variable (features) to a dependent variable (scalar output). In this post, you will be learning about: Different types of linear regression in machine learning. A bit of […] ...

Machine Learning algorithms need properly formatted data to give good predictions. Preparing data for a machine learning project can be difficult and can take most of the time (sometimes up to 80%). But it need not be so. In this article, you will learn a very practical approach on how to prepare data for machine […] ...

It is very important to have a good and properly prepared data to execute through a machine learning pipeline. Sometimes you are lucky to get good data from the beginning. But at other times you need to prepare your data before feeding it your machine learning algorithm. In this article, you are going to learn […] ...

A Support Vector Machine (SVM) is really a powerful Machine Learning Model. It is capable of performing both classification and regression. And Iris flower data set is just perfect for analyzing SVM. So, in this article, we are going to take a peek into the SVM model by using the Iris data set. So, power […] ...