The mathematics rubric includes articles that focus primarily upon the mathematical underpinnings of machine learning, data analytics and cognitive computing. These articles either cover mathematical notation extensively or deal with mathematical principles that influence the code and models used in data science.
This tutorial explains how to build confidence regions (the 2D version of a confidence interval) using as little statistical theory as possible. I also avoid… Read More »Dual Confidence Regions: A Simple Introduction
In part 1 here, we introduced an original class of point processes, generalizing the Poisson process which is a limiting case, in a simple and intuitive… Read More »Machine Learning Inference for Point Processes: A General, Simple Introduction with Simulations
Update: Part 2 of this article is now available, here. In this article, original stochastic processes are introduced. They may constitute one of the simplest… Read More »A Gentle, Original Approach to Stochastic Point Processes
The probability distributions introduced in this article generalize what is known as infinite convolutions of centered Bernoulli or Rademacher distributions. Some of them are singular… Read More »A New Class of Non-standard Probability Distributions
This article is part of a series about fun problems, offered with solutions. The previous one can be found here. This new problem falls in… Read More »Fun Mathematical Problem in Stochastic Geometry: Random Triangles
Here, we introduce Bass diffusion model which is a classic way to predict sales for newly launched product in the market. It is an effective… Read More »Introduction To Bass Diffusion Model – Predicting Sales For New Product
This article focuses on the machine learning aspects of the problem, and the use of pattern recognition techniques leading to interesting, new findings about twin… Read More »Machine Learning Perspective on the Twin Prime Conjecture
I missed Tau day, which was the 28th of June. However, I’ve been thinking about the intersection of Tau, complex numbers, code libraries and Javascript… Read More »The Tao of Tau
Image Source: Statistical Aid Variance is one of the best measures of dispersion which measure the difference of all observation from the center value… Read More »Variance vs Standard Deviation
Algorithmic formulas are allowing quant trading to take over the financial capitals of the world. Math technologies are helping even the most novice traders conquer… Read More »What Are the Top Mathematical Technologies That Traders Use Today
