Sawantpramod·Aug 17The Data Decoder: Discrete, Continuous, and the Two Distributions Everyone MisusesFrom a 20-student classroom to a live e-commerce store—a practical walkthrough of binomial, Poisson, and the normality tests most analysts…
Puga Sankara·Jul 1Google Glass Could Change the World, But Especially Distribution CentresWhen I first saw Google glass, it took me back to 1995 and the release of the action film Terminator 2 — Judgment Day. A bunch of us…
Pascal Bercker·Jun 14Urn Models and Their ApplicationModeling the Classical Occupancy Problem with A Bayesian NetworkA response icon1A response icon1
Brent Ochieng·Apr 20Naive Bayes in Machine Learning: The Simple Algorithm That Powers Spam Filters and AIIn the world of machine learning, some algorithms stand out not because they are complex, but because they are remarkably effective despite…
RADHAMADHAB DALAI·Apr 13Binomial Distribution in Naive Bayes ClassifiersChapter 1: The World of Probabilistic Classification
Anurupa Karmakar·Jan 12🎲Bernoulli vs Binomial: One Trial or Many? — Part 3In Part 2, we saw how repeating a simple Bernoulli trial naturally leads to the Binomial distribution. We counted outcomes, assigned…
Anurupa Karmakar·Dec 27, 2025🎲Bernoulli vs Binomial: One Trial or Many? -> Part 1Before diving into Bernoulli and Binomial, it’s worth pausing to make the basics solid.
InScientific BarbarianbyMichael Lai·Dec 3, 2025The magic of Poisson distribution (Part 2)As mentioned last time, the Poisson distribution is used in situations where the number of events that could happen are indefinite.
InScientific BarbarianbyMichael Lai·Dec 2, 2025The magic of Poisson distribution (Part 1)How a statistical distribution can be perfectly described by one single number is stunning.
G Y·Nov 23, 2025Proportion Test for VaR Model Performance EvaluationWhen a Value-at-Risk (VaR) model is developed, it’s usually applied across multiple portfolios, often managed by different investment…
