Browsing: Data Science
Image by the author.In this piece, I combine earlier work on urban accessibility or walkability with open-source data on the location of public defibrillator devices. Additionally,…
What is sampling bias in recommendation, and how to correct themPhoto by NordWood Themes on UnsplashRecommendations are ubiquitous in our digital lives, ranging from e-commerce giants…
The network of Nobel laureates. Image by the author.This piece was originally published in the second issue of Nightingale, the printed magazine of the Data Visualization…
Create Galactic Art with Tkinter. Model Mother Nature with Logarithmic… | by Lee Vaughan | Sep, 2023
Model Mother Nature with Logarithmic SpiralsA model of a spiral galaxy (by author)One of the wonders of our world is that it can be described with…
Let’s go into bits and bytesImage by Adrien Converse on UnsplashFor 50 years, from the time of Kernighan, Ritchie, and their 1st edition of the C…
Learn how to add your own proprietary data to a pre-trained LLM using a prompt-based technique called Retrieval-Augmented GenerationPhoto by Joshua Sortino on UnsplashIntroductionLarge Language Models…
A roadmap for crafting different types of program simulation promptsSource: Image by Author and generated with MidJourneyIntroductionIn my recent article, New ChatGPT Prompt Engineering Technique: Program…
The charm of conversational interfaces lies in their simplicity and uniformity across different applications. If the future of user interfaces is that all apps look more…
Building Better ML Systems — Chapter 4. Model Deployment and Beyond | by Olga Chernytska | Sep, 2023
When deploying a model to production, there are two important questions to ask:Should the model return predictions in real time?Could the model be deployed to the…
Are proprietary LLMs like ChatGPT and GPT-4 actually easy to replicate?(Photo by Tanbir Mahmud on Unsplash)The proposal of the LLaMA suite [2] of large language models…