Blogs

Welcome to my blog section!

Wait, what's KL Divergence

Nov 2, 2025 | Deepon Halder

A practical exploration of KL divergence using hospital emergency room wait times, comparing normal and exponential distributions to find the best model for real-world data.

machine learning, statistics, KL divergence, probability distributions, data science

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Wait, what's KL Divergence

May 16, 2025 | Deepon Halder

A practical exploration of KL divergence using hospital emergency room wait times, comparing normal and exponential distributions to find the best model for real-world data.

machine learning, statistics, KL divergence, probability distributions, data science

Read more →


Linear Regression: A Gentle Introduction

Dec 19, 2024 | Deepon Halder

An intuitive introduction to linear regression, including foundations, assumptions, and solutions with gradient descent and closed-form methods.

linear regression, machine learning, statistics, regression, data science

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