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ai (1)
analysis (2)
business (1)
classification (1)
clustering (1)
eda (1)
feature selection (1)
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Insights

Pattern recognition in action

Mathematical Thinking Applied to Business Problems

Examples of how cross-industry pattern recognition transforms complex challenges into elegant solutions.


Decision-First AI: Why Data Should Follow, Not Lead
strategy
roi
business
ai

Let’s stop the habit of blaming data and AI and start with what decisions we want !!

Oct 9, 2025

TrieKNN: Unleashing KNN’s Power on Mixed Data Types
knn
ml
mixed-data

Discover TrieKNN, a novel approach to extend the K-Nearest Neighbors algorithm to datasets with both categorical and numerical features. Learn how it works, see it in…

Feb 26, 2025

CrossTab Sparsity for Classification
classification
metric
feature selection

Can our metric help us in making a classification problem work better ?

Jan 3, 2023

Photo by Nataliya Vaitkevich - https://www.pexels.com/photo/empty-crossroads-in-hills-5712829/

CrossTab Sparsity
clustering
analysis

A label and data type agnostic metric for evaluating clustering performance!

May 3, 2022

A flow to Test Your Hypothesis in Python
eda
hypothesis
analysis
python

Making life easy to do some serious hypothesis testing in python.

Aug 10, 2021

Plot of Anscombe’s Quartet

Adaptive Regression
strategy

We recently put through our observation on Regression Problem in our research. This post is a nonformal attempt to explain it.

May 1, 2018
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