A Critical Examination of a Suggested Research Solution to Reduce Bias in LLMs — Introduction In Natural Language Processing (NLP), the widespread adoption of Deep Learning models has become standard practice, owing to their remarkable ability to comprehend context and vast knowledge. Among these models, a particular type of network called Large Language Models (LLM) has gained significant popularity through applications such as ChatGPT [1]…

An engineer in search of meaning and genuine beauty — Hi, everyone. I’m Clément :) I wonder how among all the choices of articles at your disposal you ended up here, but if you are here you might as well enjoy it, let me tell you my story 😉. As you may have already noticed, that’s me in the picture…

Discover Tech Companies Secrets With Their Developer’s Blogs — Introduction If, like me, you’re in the habit of browsing Medium in search of inspiration for your future personal projects. You’ve probably noticed a certain pattern that repeats itself over and over again. …

A step-by-step tutorial to build and deploy a DL web app on Hugging Face with Streamlit — Have you ever found hidden gems on GitHub? More and more scientific papers are making their code and models available in open source, but they don’t offer interfaces so that a lambda user can make use of their discovery. In this article, I’ll take the example of colorizing black and…

Why interviewing for Data Science positions is like riding a roller-coaster. — You spent hours polishing your cover letter to match the job post. You made your friends proofread it. You applied the corrections. When you finally think it’s ready, you take your courage in both hands, you click on the submit button. That’s it. 2 days passed, and still no answers…

A critical overview of the mechanisms shaping the Internet — Introduction In an information-rich world, the abundance of information leads to the shortage of another resource: scarcity becomes what information consumes. What information consumes is obvious enough: it’s the attention of its recipients. …

Learn How to Efficiently Use Folium on Millions of GPS Coordinates to Improve Your Mental Health — More and more people are moving from the countryside to the cities in search of a better job or a better living environment. The new city dwellers adopt a new rhythm of life where productivity and work are the order of the day. Pushed to the extreme, this lifestyle takes…

Exploring the Boundaries of Creativity and Technology — Midjourney, DALL-E [1], and Stable Diffusion [2] are now taking the spotlight for image generation based on prompts, and for a good reason, because the results are amazing. But at the level of an individual and not an organization like Open-AI, what is possible to generate by training a model…

A Step-By-Step Guide to Deploying a Pre-trained Model in an ETL Process — In one of my previous articles, I compared different classification algorithms and feature extraction functions implemented in PySpark for the sentiment analysis of tweets. This article is a continuation of that project but you can read it and follow the tutorial without having read the previous one! For the problem…