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What My GPT Stylist Taught Me About Prompting Better

What My GPT Stylist Taught Me About Prompting Better

by Dr. Owns | May 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

When I built a GPT-powered fashion assistant, I expected runway looks—not memory loss, hallucinations, or semantic déjà vu. But what unfolded became a lesson in how prompting really works—and why LLMs are more like wild animals than tools. This article builds on my...
Log Link vs Log Transformation in R — The Difference that Misleads Your Entire Data Analysis

Log Link vs Log Transformation in R — The Difference that Misleads Your Entire Data Analysis

by Dr. Owns | May 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Although normal distributions are the most commonly used, a lot of real-world data unfortunately is not normal. When faced with extremely skewed data, it’s tempting for us to utilize log transformations to normalize the distribution and stabilize the variance. I...
A Review of AccentFold: One of the Most Important Papers on African ASR

A Review of AccentFold: One of the Most Important Papers on African ASR

by Dr. Owns | May 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

I really enjoyed reading this paper, not because I’ve met some of the authors before, but because it felt necessary. Most of the papers I’ve written about so far have made waves in the broader ML community, which is great. This one, though, is unapologetically African...
Time Series Forecasting Made Simple (Part 2): Customizing Baseline Models

Time Series Forecasting Made Simple (Part 2): Customizing Baseline Models

by Dr. Owns | May 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Thank you for the kind response to Part 1, it’s been encouraging to see so many readers interested in time series forecasting. In Part 1 of this series, we broke down time series data into trend, seasonality, and noise, discussed when to use additive versus...
How Not to Write an MCP Server

How Not to Write an MCP Server

by Dr. Owns | May 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

I recently had the chance to create an MCP server for an observability application in order to provide the AI agent with dynamic code analysis capabilities. Because of its potential to transform applications, MCP is a technology I’m even more ecstatic about than I...
Clustering Eating Behaviors in Time: A Machine Learning Approach to Preventive Health

Clustering Eating Behaviors in Time: A Machine Learning Approach to Preventive Health

by Dr. Owns | May 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

It’s well known that what we eat matters — but what if when and how often we eat matters just as much? In the midst of ongoing scientific debate around the benefits of intermittent fasting, this question becomes even more intriguing. As someone passionate about...
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