Optimization Techniques in Machine Learning

Optimization is single most important concept used all across AI to Machine-learning to Deep learning. It is important to understand the basic optimization which is gradient descent algorithm. I am considering my favorite example House Price vs no of rooms. I have plotted various observations and a line which represents the trend in the observation.… Continue reading Optimization Techniques in Machine Learning

Introduction to Linear regression using python

This blog is an attempt to introduce the concept of linear regression to engineers. This is well understood and used in the community of data scientists and statisticians, but after arrival of big data technologies, and advent of data science, it is now important for engineer to understand it. Regression is one of the supervised… Continue reading Introduction to Linear regression using python