Posts

This blog post introduces the concept of optimization in machine learning and focuses on the popular classification loss function called cross entropy. It explains how cross entropy is derived from the concept of maximum likelihood and how it helps measure the inefficiencies of a model.

Projects

A multi-label classifier to predict the atmospheric condition and use of a piece of land given images of the amazon taken from a satellite.
An API to predict the prices of houses in 14 states of the United States of America.
An API to detect the sentiment towards a particular subject in a sentence.