In this post, we will learn about Principal Component Analysis (PCA) -- a popular dimensionality reduction technique in Machine Learning. ...

## Understanding Activation Functions in Deep Learning

This post is part of the series on Deep Learning for Beginners, which consists of the following tutorials : Neural Networks : A 30,000 Feet View ...

## Understanding Feedforward Neural Networks

This post is part of the series on Deep Learning for Beginners, which consists of the following tutorials : Neural Networks : A 30,000 Feet View ...

## Neural Networks : A 30,000 Feet View for Beginners

In this article, I am going to provide a 30,000 feet view of Neural Networks. The post is written for absolute beginners who are trying to dip their ...

## Bias-Variance Tradeoff in Machine Learning

In this post, we will develop an intuitive sense for an important concept in Machine Learning called the Bias-Variance Tradeoff. Before we dive ...