All tags / Machine Learning

Tagged “Machine Learning” (3)

Machine Learning Policing Practical Guide Investigation Explainer

How an Investigating Officer Can Actually Use Machine Learning: A Practical Guide

8 June 2026 · Sulabh Sethi

Forget the hype. A grounded, plain-English guide to how the boring, explainable machine learning models can help a real investigating officer sort a pile of cases, spot the odd one out, and defend the reasoning, without ever pretending to be a detective.

Machine Learning Decision Trees Random Forest XGBoost Explainer

Decision Trees, Random Forests, XGBoost: The Boring ML That Runs the World

7 June 2026 · Sulabh Sethi

Everyone talks about neural networks and LLMs. But the models quietly running your bank, your fraud alerts, and half of Kaggle are older, simpler, and far more boring. A plain-English tour of the real workhorses.

AI Machine Learning Neural Networks LLM Explainer

AI vs Machine Learning vs Neural Networks vs LLMs: What's the Difference?

6 June 2026 · Sulabh Sethi

A plain-English guide to how AI, machine learning, neural networks, and large language models actually relate. They're not competing ideas — they're nested inside each other. Written by an ex-Army officer who now builds them.