Browsing: Data Science

Cutting-edge image search, simply and quickly“Weighing Vectors” by the author using MidJourney. All images by the author unless otherwise specified.In this post we’ll implement Text-to-image search…

First, we need to add two new dbt packages, dbt-expectations and dbt-utils, that will allow us to make assertions on the schema of our sources and…

Throw on your comfiest lo-fi, grab an oversized sweater, your favorite hot beverage, and let’s python.Photo by Nathan Dumlao on UnsplashIt’s that time again in the…

An Introductory GuideIn this article, I would like to explain my journey in developing a model for automatic harmonic analysis. Personally, I am interested in understanding…

LLM hallucination detection challenges and a possible solution presented in a prominent research paperImage by Enrique from PixabayRecently, large language models (LLMs) have shown impressive and increasing capabilities,…

Retrieval Augmented Generation (RAG) has revolutionized open-domain question answering, enabling systems to produce human-like responses to a wide array of queries. At the heart of RAG…

A closer look at the carbon footprint of language models and sustainable solutions.Credits Kohji Asakawa from PixabayThe French association Data for Good released a white paper…

A Raspberry Pi is All You NeedRaspberry Pi Zero (model 2021), Image source WikipediaOften, we need to collect some data within a certain period of time.…

Detecting multicollinearity in data sets is an important step but also challenging. I will demonstrate how to detect variables with similar behavior in mixed data sets…

Photo by Towfiqu barbhuiya on UnsplashEverything you need to know to use CountVectorizer efficiently in SklearnThe most basic data processing that any Natural Language Processing (NLP)…