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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


Cross-Validation Techniques in Machine Learning
The article dives deep into various cross-validation techniques in machine learning.

Nagesh Singh Chauhan
Aug 4, 202210 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


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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