#Ai-ethics

EthicalML

awesome-artificial-intelligence-regulation

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

CelaDaniel

free-ai-resources-x

🌟 A curated collection of free, high quality AI tools 🤖, APIs 🔗, datasets 📊, and learning resources 📚 covering machine learning 🧠, deep learning 🧩, generative AI 🎨, NLP 💬, and data science 📈. Designed to help developers 👩‍💻, researchers 🔬, and creators ✨ explore and build with AI faster ⚡.

levintech

kaggle-courses

Courses on Kaggle

radames

Machine-Learning-Ethics-References

List of references about Machine Learning bias and ethics

AmirhosseinHonardoust

Measuring-The-Soul-of-Data

A narrative and technical exploration of data authenticity through the four pillars of synthetic data realism, Fidelity, Coverage, Privacy, and Utility. This thought-leadership piece combines storytelling, mathematics, and code to explain how these metrics define the ethical and functional “soul” of data in AI systems.