Guide to Deep Learning

This blog contains a guide to get started with Deep Learning as well as get in-depth knowledge of the field.

Principal Component Analysis

Too many dimensions can be bad for your model’s health. Here comes PCA to…

The Curse of Dimensionality

Some say breaking this curse is as herculian of a task as breaking the…

Support Vector Machines

SVM is the Mr. Perfect of Machine Learning Classifiers. It basically wants…

Optimizer: diving deep into Neural Networks

Waiting for the neural network to train is always the most annoying time and even…

Singular Value Decomposition (SVD)

Whether you want to compress an image or calculate pseudo-inverse…

METRIC LEARNING: It’s all about the Distance

Going deeper and deeper works, but only when we know what…

What doing research as an undergrad can teach you.

Riding the Noisy Research Track

The experience and learnings of an undergrad researcher about working…

Password Cracking

On hearing the term "password-cracking," many will think this post will be about how to guess someone's password or somewhat…