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The Language of Locations: Evaluating Generative AI’s Geocoding Proficiency

An applied project detailing the performance of LLMs for geocoding, in comparison to modern geocoding APIs Photo by Sylwia Bartyzel on Unsplash The modern convenience of typing a location into your phone’s search bar and seeing it automatically appear on a

Want to Improve your Short-term Forecasting? Try Demand Sensing

When traditional forecasting approaches plateau in accuracy, how can we drive further improvements? Photo by JJ Ying on Unsplash Introduction Demand forecasting is a process that estimates an organization’s sales over a certain horizon in the future. Short-term demand forecasts typically

The Capture-ReCapture Method

Estimating a population size without counting it When you capture our individuals, make sure to not harm them, as you have to set them free later again. Photo by Anne Nygård on Unsplash In this article, I want to present a statistical

LLMOps: Production prompt engineering patterns with Hamilton

LLMOps: Production Prompt Engineering Patterns with Hamilton An overview of the production-grade ways to iterate on prompts with Hamilton Prompts. How do you evolve them in a production context? This post is based on one that originally appeared here. Image from pixabay. What

Assessing Urban Green Equality Using Vienna’s Open Data Portal

Photo by CHUTTERSNAP on Unsplash Despite their many advantages, accessing nature and green spaces is getting increasingly difficult in highly urbanized areas. Some fear that underserved communities are more exposed to these issues. Here, I propose a data-driven way to explore this.

Falcon 180B: Can It Run on Your Computer?

Yes, if you have enough CPU RAM Continue reading on Towards Data Science »

How does Socio-Educational Index Influence School Leaver Outcomes?

ANCOVA — Bayesian Style Continue reading on Towards Data Science »

Solve the Mystery of the Serrated COVID Chart

Downsample data to the proper resolution with pandas Continue reading on Towards Data Science »

Reingold Tilford Algorithm Explained With Walkthrough

Algorithm to Plot Tree Nodes with Numerical Examples and Python Code Continue reading on Towards Data Science »