# Deep Learning

## The Evolution of Deep Learning and PyTorch

The evolution of deep learning and PyTorch – PyTorch is an open source, machine learning framework used for writing Python programs that describe an algorithm… Read More »The Evolution of Deep Learning and PyTorch

## The Backpropogation Algorithm

The Backpropogation Algorithm – Basically when we want to just backtrack to each individual unit in a different layer in our neural network, we mainly… Read More »The Backpropogation Algorithm

## Generalization of Neural Nets

Generalization of Neural Networks – The topic for today’s article is how we can generalize a particular neural network. So in the last video, we… Read More »Generalization of Neural Nets

## Weight Matrix

Weight Matrix – The topic for today’s article is representing weights and different layers of a neural network. So in the last article, we saw… Read More »Weight Matrix

## Decision Boundary of Neural Nets

Decision Boundary of Neural Nets – The topic for today’s article is the decision boundary of a neural network. So in the last article that… Read More »Decision Boundary of Neural Nets

## Vectorization of Neural Nets

Vectorization of Neural Nets – The topic for today’s article is vectorization in neural networks. So in the last article, we saw what was weights… Read More »Vectorization of Neural Nets

## Learning a Neural Network

Learning a Neural Network – The topic for today’s article is how does a neural network learn? So in the last article? We saw what… Read More »Learning a Neural Network

## Structure of a Neuron

Structure of a Neuron – The topic for today’s article is the structure of a neural unit or a small neuron that we use in… Read More »Structure of a Neuron

## Introduction to Neural Networks

Introduction to Neural Networks – I have got many of the votes from the pole, which I have put two days before for deep learning… Read More »Introduction to Neural Networks

## The Delta Rule

The Delta Rule – The topic for today’s article is Delta rule. So in the last article, we saw what was backpropagation algorithm and we… Read More »The Delta Rule