How Does Support Vector Machine (SVM) Algorithm Work?

In this blog, I am going to capture important points about Support Vector Machine (SVM) Algorithm. It helps me to prepare for Data Science Interview. Ability to solve complex machine learning problems, numerous other advantages over other classification problems, such as the ability to deal with large data sets, classifying nonlinearly separable data, etc.It is important to…

How Random Forests work

Today we are going to capture important points about Random Forest Algorithm. In my previous blog , we learnt about Decision Tree algorithm. Previous blog: https://arpitatechcorner.wordpress.com/2020/08/13/how-does-decision-tree-algorithm-work/ What is EnsembleAn ensemble is a collection of models is used to make predictions instead of individual models.For an ensemble to work, each model of it should comply with…