Browsing: Data Science
Delving into one of the most common nightmares for data scientistsIntroductionOne of the biggest problems in linear regression is autocorrelated residuals. In this context, this article…
RAGAs (Retrieval-Augmented Generation Assessment) is a framework (GitHub, Docs) that provides you with the necessary ingredients to help you evaluate your RAG pipeline on a component…
A story about precision, unveiling the power of spherical geospatial Voronoi diagrams with PythonEarth with Spherical Voronoi diagram moving between 2 projections: Orthogonal and Equirectangular. Generated…
Using reinforcement learning from scratch to teach a computer to play Tic-Tac-ToeImage by author (created with ChatGPT)It appears that everyone in the AI sector is currently…
A brief overview of how data science and AI help decision-makingPhoto by Jake Melara on UnsplashOur lives consist of constant decisions and choices. Because the consequences…
How successful Data Scientists land job offers despite today’s labor crisisA snapshot of the survey I conducted on Blind — Image by AuthorI recently ran a…
Where the assumptions behind the two-tower model architecture break — and how to go beyond(Image created by the author using generative AI)Two-tower models are among the…
Learn about Radial Treemaps and create your own with PythonRadial-Treemap by Nick GerendThe Treemap ConceptThe “Treemap” was introduced by Ben Shneiderman at the University of Maryland…
Reinforcement learning without the boilerplate codeCreated by the author with Leonardo Ai.In my previous articles about reinforcement learning, I have shown you how to implement (deep)…
The goal of dynamic link property prediction is to predict the property (often the existence) of a link between a node pair at a future timestamp.Negative…