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Platform-Mesh, Hub and Spoke, and Centralised | 3 Types of data team

Platform-Mesh, Hub and Spoke, and Centralised | 3 Types of data team

by Dr. Owns | Mar 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Introduction In the “ever rapidly changing landscape of Data and AI” (!), understanding data and AI architecture has never been more critical. However something many leaders overlook is the importance of data team structure. While many of you reading this probably...
Linear Regression in Time Series: Sources of Spurious Regression

Linear Regression in Time Series: Sources of Spurious Regression

by Dr. Owns | Mar 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

1. Introduction It’s pretty clear that most of our work will be automated by AI in the future. This will be possible because many researchers and professionals are working hard to make their work available online. These contributions not only help us understand...
From Fuzzy to Precise: How a Morphological Feature Extractor Enhances AI’s Recognition Capabilities

From Fuzzy to Precise: How a Morphological Feature Extractor Enhances AI’s Recognition Capabilities

by Dr. Owns | Mar 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Introduction: Can AI really distinguish dog breeds like human experts? One day while taking a walk, I saw a fluffy white puppy and wondered, Is that a Bichon Frise or a Maltese? No matter how closely I looked, they seemed almost identical. Huskies and Alaskan...
Experiments Illustrated: How Random Assignment Saved Us $1M in Marketing Spend

Experiments Illustrated: How Random Assignment Saved Us $1M in Marketing Spend

by Dr. Owns | Mar 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Running cool experiments is easily one of my favorite parts of working in data science. Most experiments don’t deliver big wins, so the winners make for fun stories. We’ve had a few of these at IntelyCare, and I’m sharing each story in a way that highlights a concept...
Experiments Illustrated: How We Optimized Premium Listings on Our Nursing Job Board

Experiments Illustrated: How We Optimized Premium Listings on Our Nursing Job Board

by Dr. Owns | Mar 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Running experiments is a task that often falls to data scientists. If that’s you, congrats! It can be a rewarding and high-impact area of work, but also requires tools found outside the typical ML-heavy data science curriculum. Even with the best tools, only a small...
LettuceDetect: A Hallucination Detection Framework for RAG Applications

LettuceDetect: A Hallucination Detection Framework for RAG Applications

by Dr. Owns | Mar 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Originally published on HuggingFace TL;DR We present LettuceDetect, a lightweight hallucination detector for Retrieval-Augmented Generation (RAG) pipelines. It is an encoder-based model built on ModernBERT, released under the MIT license with ready-to-use Python...
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