Last updated: Feb 7, 2022

Unsupervised Deep Learning

Unsupervised learning is similar to Machine Learning in that it does not use trained data but has a long list of real-world applications and is widely used by many tech companies. Discover more about autoencoders and the Boltzmann machine.

Self Organizing Maps

This article will study self-organizing maps, their working, and architecture. Lastly, we will see a basic implementation of it.

Author Mayank Goyal

0 upvotes

Autoencoders

An unsupervised learning neural network with encoder and decoder that can reduce noise. Discover its various types and code implementation.

Autoencoders - Introduction & Implementation

In this blog post, we’ll study autoencoders and their applications and build a simple autoencoder from scratch.

Author Chaturvedi

0 upvotes

Autoencoders vs Principal Component Analysis

This blog will look at the difference between Autoencoder versus principal component analysis, that is, PCA, whether the principal component and the autoencoder outputs are related. What is the similarity, and what is the dissimilarity between these two.

Author Rajkeshav

0 upvotes

Regularization of Autoencoders

In this article, we will discuss in detail about regularization and autoencoders. Types of regularization that we can do in autoencoders.

Author soham Medewar

0 upvotes

Denoising Autoencoders MEDIUM

This blog will provide a theoretical and practical introduction to Autoencoders, focusing on Denoising Autoencoders.

Author Mohammad Yawar

0 upvotes

Contractive Autoencoder

This article will focus on the idea and mathematics behind the contractive auto-encoder. At last, we have shown a Python implementation for the same.

Author Mayank Goyal

1 upvote

Boltzmann Machine

Another unsupervised deep learning system with interconnected nodes, including visible and hidden nodes, is the Boltzmann Machine. The algorithm is the algorithm of choice for detecting model irregularities or inconsistencies.

Boltzmann Machine - Introduction

The purpose of the article is to understand the Boltzmann Machine, its architecture, objective, energy based model and a brief description of its types and also a brief how it solve the real world problems.

Author Anjujais

0 upvotes

Types of Boltzmann Machine EASY

The purpose of this article is to understand the types of Boltzmann machines.

Author Tashmit

0 upvotes

Restricted Boltzmann Machine

This blog will focus on the Restricted Boltzmann machine, an essential part of the deep learning model.

Author Rajkeshav

0 upvotes