🧠 The Central Limit Theorem — Explained SimplyNote: To follow this article, it helps to be familiar with the concept of a Normal Distribution, and also with the idea of sampling from a statistical distribution. 📌 Introduction The Central Limit Theorem (CLT) is one of the most powerful and sur...Jun 29, 2025·4 min read·26
📊 How to Calculate P-Values (And Why It's Kind of Fun!)Note: This blog assumes you already know what a p-value is and how to interpret it. If not, check out my previous technical blog or LinkedIn post before diving in. ✨ Introduction Calculating p-values may sound intimidating at first, but once you und...Jun 13, 2025·3 min read·3
Understanding P-Values: What They Are and How to Interpret ThemP-values are one of the most widely misunderstood and misused concepts in statistics and data science. Despite their frequent appearance in research papers, A/B tests, and machine learning evaluations, many practitioners aren't entirely confident abo...Jun 9, 2025·4 min read·18
🧪 Hypothesis Testing and the Null Hypothesis – A Beginner’s GuideStatistical analysis plays a vital role in data science, scientific research, and business decision-making. One of the foundational tools in this area is hypothesis testing. In this blog, we’ll explore what it means, why it matters, and how we use th...Jun 5, 2025·3 min read·15
📊 What is Distribution? Understanding Statistical & Curve DistributionsIn data science and statistics, understanding distribution is fundamental to analyzing and interpreting data. Whether you're building models or visualizing data, a strong grasp of distribution types and properties can provide deep insights. 🔹 What i...May 28, 2025·3 min read·3
📊 What is a (Mathematical) Model?🧒 When I Was a Kid… When I was a kid, the word “model” meant a toy — something plastic I glued together on weekends.Later, as a teenager, a model was someone who wore fashionable clothes and walked the runway. But now that I’m an adult working with ...May 22, 2025·3 min read·4
Statistics Fundamentals: Mean, Variance & Standard DeviationIntroduction Understanding mean, variance, and standard deviation is crucial for analyzing data distributions. This post explains: Key definitions and formulas Differences between calculation (population) vs. estimation (sample) Why adjustments li...May 15, 2025·3 min read·14