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Zero-Shot Learning: Can you classify an object without seeing it before?
Developing machine learning models that can perform predictive functions on data it has never seen before has become an important...
Nagesh Singh Chauhan
May 23, 20217 min read
Hugging Face Transformers Package – What Is It and How To Use It
The rapid development of Transformers has brought a new wave of powerful tools to natural language processing. These models are large and...
Nagesh Singh Chauhan
Mar 18, 20219 min read
Optimization Algorithms in Neural Networks
Overview of some of the most used optimizers while training a neural network. Credits Introduction In deep learning, we have the concept...
Nagesh Singh Chauhan
Dec 7, 202010 min read
Introduction to RNN and LSTM
The article dives deep into the working principles of the Recurrent Neural Network(RNN) and Long Short-Term Memory(LSTM). Credits “Humans...
Nagesh Singh Chauhan
Nov 29, 202011 min read
Introduction to Restricted Boltzmann Machines(RBMs)
The article contains intuition behind Restricted Boltzmann Machines — A powerful Tool for Recommender Systems. Credits Introduction...
Nagesh Singh Chauhan
Nov 28, 20208 min read
Audio Data Analysis Using Deep Learning with Python (Part 2)
If you are an absolute beginner to audio data analysis, you should read Part 1 of this series first. Once you are comfortable with the...
Nagesh Singh Chauhan
Nov 20, 20206 min read
Audio Data Analysis Using Deep Learning with Python (Part 1)
A brief introduction to audio data processing and genre classification using Neural Networks and python. Introduction While much of the...
Nagesh Singh Chauhan
Nov 20, 20209 min read
Introduction to Convolutional Neural Networks(CNN)
The article focuses on explaining key components in CNN and its implementation using Keras python library. Credits Have you ever thought...
Nagesh Singh Chauhan
Oct 27, 202010 min read
Generate Realistic Human Face using GAN
The articles contain a brief intro to Generative Adversarial Network(GAN) and how to build a Human Face Generator. Credits “The coolest...
Nagesh Singh Chauhan
Oct 26, 20209 min read
Recreating Fingerprints using Convolutional Autoencoders
The article gets you started working with fingerprints using Deep Learning. Credits: https://www.afcea.org/content/will-artificial-intell...
Nagesh Singh Chauhan
Oct 22, 20209 min read
Brain Tumor Detection using Mask R-CNN
“Application of Deep Learning in Radiology” Credits “Radiology is the medical discipline that uses medical imaging to diagnose and treat...
Nagesh Singh Chauhan
Oct 22, 20208 min read
Build an Artificial Neural Network(ANN) from scratch
This article is focused on building an Artificial Neural Network using NumPy. Credits: researchgate In my previous article Introduction...
Nagesh Singh Chauhan
Sep 22, 20209 min read
Introduction to Artificial Neural Networks(ANN)
Your first step in Deep Learning Credits: getwallpapers.com Deep Learning is the most exciting and powerful branch of Machine Learning....
Nagesh Singh Chauhan
Sep 21, 202010 min read
Introduction to Neural Machine Translation(NMT)
Learn how to build a Language Translator using Encoder-Decoder architecture. Image Credits Introduction We all are familiar with Google...
Nagesh Singh Chauhan
Sep 18, 202014 min read
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