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Transformer Neural Network in Deep Learning: Explained
Deep dive into the most complex Neural Network till now. Image credits Prerequisites before you start with this article: Basics of...

Nagesh Singh Chauhan
Mar 15, 202211 min read


Google BERT: Understanding the Architecture
Google uses the BERT algorithm, to better understand the users’ search intentions, which helps it to provide more relevant results. Image...

Nagesh Singh Chauhan
Mar 12, 20228 min read


Brain-Computer Interface(BCI) and Artificial Intelligence
What would it be like to control everything around you just by your thoughts? Image Credits Introduction Computers and brains already...

Nagesh Singh Chauhan
Dec 26, 202111 min read


Word Embeddings in Natural Language Processing(NLP)
The article contains insights into the techniques for creating the numerical representation of the data so that it can be acted on by...

Nagesh Singh Chauhan
Dec 13, 202111 min read


Introduction to Hidden Markov Model(HMM) and its application in Stock Market analysis
The article contains an Introduction to Hidden Markov Models(HMMs) and their application in Stock Market analysis. Image credits "The...

Nagesh Singh Chauhan
Nov 17, 20219 min read


Introduction to Markov models and Markov Chains
The article contains a brief introduction to Markov models specifically Markov chains with some real-life examples. Markov Chains The...

Nagesh Singh Chauhan
Sep 23, 202112 min read


Introduction to Monte Carlo Simulation in Statistics
A super simple concept, still allows us to solve really complex problems. Image credits If we summarize what Monte Carlo simulation is in...

Nagesh Singh Chauhan
Sep 19, 202111 min read


Advanced Statistical Concepts in Data Science
The article contains some of the most commonly used advanced statistical concepts along with their Python implementation. Credits:...

Nagesh Singh Chauhan
Aug 13, 202111 min read


Loss Functions in Neural Networks
The article contains a brief on various loss functions used in Neural networks. What is a Loss function? When you train Deep learning...

Nagesh Singh Chauhan
Aug 2, 202111 min read


Introduction to AutoEncoder and Variational AutoEncoder(VAE)
Image Credits Introduction In recent years, deep learning-based generative models have gained more and more interest due to some...

Nagesh Singh Chauhan
Jul 28, 202110 min read


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


The Inferential Statistics Data Scientists Should Know
The foundations of Data Science and machine learning algorithms are in mathematics and statistics. To be the best Data Scientists you can...

Nagesh Singh Chauhan
Apr 5, 202112 min read
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