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Environmental assessment of projects involving AI methods
Environmental assessment of projects involving AI methods
The objective of this document is to provide criteria for assessing the environmental impacts of responses to calls for projects involving Artificial Intelligence (AI) methods. When proposing these criteria, we take into account, in addition to the general impacts of digital services, the specificities of the AI field and in particular of machine learning: impacts of the learning and inference phases, data collection...
·cnrs.hal.science·
Environmental assessment of projects involving AI methods
Everyday Data Science
Everyday Data Science
In this interactive course, you’ll participate in my life stories, and learn data science tricks for optimizing your day-to-day life. You’ll make the perfect glass of lemonade using Thompson sampling. You’ll lose weight with differential equations. And you might just qualify for the Olympics with a bit of statistics!
·everyday-data-science.tigyog.app·
Everyday Data Science
Quantifying ChatGPT’s gender bias
Quantifying ChatGPT’s gender bias
Benchmarks allow us to dig deeper into what causes biases and what can be done about it
·aisnakeoil.substack.com·
Quantifying ChatGPT’s gender bias
A guide to the AI Act, the EU’s upcoming AI rulebook you should watch out for - AlgorithmWatch
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.
·algorithmwatch.org·
A guide to the AI Act, the EU’s upcoming AI rulebook you should watch out for - AlgorithmWatch
How to combat algorithmic discrimination? A guidebook by AutoCheck - AlgorithmWatch
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.
·algorithmwatch.org·
How to combat algorithmic discrimination? A guidebook by AutoCheck - AlgorithmWatch
We Are AI
We Are AI
Taking Control of Technology
·dataresponsibly.github.io·
We Are AI
MLU-Explain
MLU-Explain
Visual explanations of core machine learning concepts.
·mlu-explain.github.io·
MLU-Explain
Governance of Artificial Intelligence in the Council of Europe - AlgorithmWatch
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.
·algorithmwatch.org·
Governance of Artificial Intelligence in the Council of Europe - AlgorithmWatch
Machine Learning CO2 Impact Calculator
Machine Learning CO2 Impact Calculator
Machine Learning has in impact on our climate. Here's how to estimate your GPU's carbon emissions
·mlco2.github.io·
Machine Learning CO2 Impact Calculator
Neural Networks from Scratch - an interactive guide
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.
·aegeorge42.github.io·
Neural Networks from Scratch - an interactive guide
Free 10-Hour Machine Learning Course
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
·www-freecodecamp-org.cdn.ampproject.org·
Free 10-Hour Machine Learning Course
Learn the Basics of Data Science in this Hands-On Course
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
·freecodecamp.org·
Learn the Basics of Data Science in this Hands-On Course
TinyML Book
TinyML Book
Visit the post for more.
·tinymlbook.com·
TinyML Book
How to put machine learning models into production
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.
·stackoverflow.blog·
How to put machine learning models into production