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Kolmogorov-Arnold Networks (KANs): Redefining the Future of Neural Networks
Kolmogorov-Arnold Networks (KANs): Redefining the Future of Neural Networks

Nagesh Singh Chauhan
Jun 16, 202410 min read


LightGBM Demystified: Understanding the Math Behind the Algorithm
I got fascinated by the speed by which it trains on thousands of data points while maintaining the accuracy other algorithms struggle.

Nagesh Singh Chauhan
Jun 5, 20249 min read


Price Optimisation using Dynamic Pricing and Machine Learning
The article provides a comprehensive explanation of Dynamic Pricing and the role of machine learning in optimizing revenue.

Nagesh Singh Chauhan
May 3, 20239 min read


The Multi-Armed Bandit Problem-Explained
The article contains a detailed introduction to the Multi-armed Bandit problem along with various approaches to solving it.

Nagesh Singh Chauhan
Apr 30, 202312 min read


How Artificial Intelligence is Redefining Hotel Industry
The article contains an insight into the possible applications and trends of AI based methods in hospitality industry.

Nagesh Singh Chauhan
May 11, 20227 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


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


Beginners Guide to Statistics in Data Science
Credit Introduction Statistics is a discipline of mathematics that is globally agreed to be a prerequisite for a more profound...

Nagesh Singh Chauhan
Mar 19, 20217 min read


Coronavirus COVID-19 Genome Analysis
We will interpret, analyze the COVID-19 DNA sequence data, and try to get as many insights regarding the proteins that made it up.

Nagesh Singh Chauhan
Oct 19, 20206 min read
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