Your Guide to Linear Regression Models
Interpretability is one of the biggest challenges in machine learning. A model has more interpretability than another one if its decisions are easier for a human to comprehend. Some models are so complex and are internally structured in such a way that it’s almost impossible to... Read more
Linear Regression in Machine Learning
In every phase of our daily lives, we use different machine learning technologies to find appropriate solutions. These algorithms not only identify text, audio, video or images, but are quite instrumental in improving some other aspects that include the marketing sector, customer services, medical sectors, and a... Read more
Introduction to Generalized Linear Models in R
Linear regression serves as the data scientist’s workhorse, but this statistical learning method is limited in that the focus of Ordinary Least Squares regression is on linear models of continuous variables. However, much data of interest to data scientists are not continuous and so other methods... Read more