Pandas Illustrated: The Definitive Visual Guide to Pandas
Is it a copy or a view? Should I merge or join? And what the heck is MultiIndex?
IA
A guide to the AI Act, the EU’s upcoming AI rulebook you should watch out for - AlgorithmWatch
The EU plans to regulate Artificial Intelligence across all sectors. A process highly fought over by the interests of Big Tech and those trying to guard fundamental rights. This guide will help you understand the new law, which systems could be banned and how you might be affected.
weneedtotalkai_CC.indd - weneedtotalkai_cc.pdf
How to combat algorithmic discrimination? A guidebook by AutoCheck - AlgorithmWatch
We are faced with automated decision-making systems almost every day and they might be discriminating, without us even knowing about it. A new guidebook helps to better recognize such cases and support those affected.
We Are AI
Taking Control of Technology
MLU-Explain
Visual explanations of core machine learning concepts.
Governance of Artificial Intelligence in the Council of Europe - AlgorithmWatch
The Council of Europe is in charge of upholding human rights, democracy, and the rule of law in Europe. Its member states are currently working on legal frameworks for the development and use of AI systems.
INDIGENOUS AI
Machine Learning CO2 Impact Calculator
Machine Learning has in impact on our climate. Here's how to estimate your GPU's carbon emissions
Capgemini-Invent-France/CarbonAI: Python package to monitor the power consumption of any algorithm
Python package to monitor the power consumption of any algorithm - Capgemini-Invent-France/CarbonAI: Python package to monitor the power consumption of any algorithm
Neural Networks from Scratch - an interactive guide
An interactive tutorial on neural networks for beginners. Build a neural network step-by-step, or just play with one, no prior knowledge needed.
Unsolved ML Safety Problems
The BAIR Blog
Free 10-Hour Machine Learning Course
Every day more and more use cases are found for machine learning. It is a great field to get into. We just released a 10-hour machine learning course for beginners on the freeCodeCamp.org YouTube channel. Ayush Singh developed this course. He is a young data scientist and machine learning
À propos — Labelia (ex Substra Foundation)
Philosophie de l'Intelligence artificielle - Une introduction | April
Black boxes, not green: Mythologizing artificial intelligence and omitting the environment - Benedetta Brevini, 2020
We are repeatedly told that AI will help us to solve some of the world's biggest challenges, from treating chronic diseases and reducing fatality rates in traff...
We read the paper that forced Timnit Gebru out of Google. Here’s what it says.
The company's star ethics researcher highlighted the risks of large language models, which are key to Google's business.
Learn the Basics of Data Science in this Hands-On Course
One of the highest paying job titles in America is "Data Scientist". If you know about data science, it could open up a lot of career opportunities. We've released a hands-on course on the freeCodeCamp.org YouTube channel that will teach you the basics of data science. The course will
TinyML Book
Visit the post for more.
How to put machine learning models into production
The goal of building a machine learning model is to solve a problem, and a machine learning model can only do so when it is in production and actively in use by consumers. As such, model deployment is as important as model building.
The Carbon Footprint Of AI
The carbon footprint of AI is increasing exponentially. Bigger models requiring ever more data contribute toward 'RedAI' - we need a new approach
2002.05651.pdf
1907.10597.pdf
Impact environnemental de l’IA – EcoInfo
JavaScript for Data Science
Antibes publie l'inventaire de ses algorithmes
La ville d'Antibes a publié une première version de l'inventaire de ses algorithmes et a présenté la démarche permettant de le constituer à l'occasion d'une rencontre organisée par Etalab sur ...
Welcome
AI Computing Emits CO₂. We Started Measuring How Much.
It can be hard to appreciate just how much our modern world depends on vast amounts of computing power. Data and algorithms are…
Learn Intro to AI Ethics Tutorials
Explore practical tools to guide the moral design of AI systems.
Pourquoi j'ai quitté «le job le plus sexy du XXIè siècle»
Romain Boucher est un ingénieur diplômé de l’École des Mines et d'un master en maths appliquées et statistiques. Il s'est spécialisé en sciences des données avant de rejoindre le cabinet Sia Partners comme data scientist. Après 3 ans de missions dans l'énergie et le secteur public, il démissionne pour mieux dénoncer le rôle du numérique, du big data et de l'IA dans le ravage écologique et social.