AIxDESIGN Bookmark Library

Machine learning and AI solutions for a better tomorrow.

Op-ed: Many methods have been developed to promote fairness, transparency and accountability in the predictions made by artificial intelligence and machine learning systems. A technical approach is often the focal point of these methodologies, however, to develop truly ethical machine learning systems that can be trusted by their users, it's important to supplement this with a human-centred approach.

Free, online course from fast.ai and USF Data Institute covering disinformation, bias & fairness, ethical foundations, practical tools, privacy & surveillance, the silicon valley ecosystem, and algorithmic colonialism

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

TF Hub Demo on Google Colaboratory

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Each week for nine weeks, Catherine and Lauren will present some highlights from a single chapter of Data Feminism.

Data + Feminism Lab uses data and computational methods to work towards gender and racial equity, particularly as they relate to space and place.

BrowZen correlates your emotional states with the web sites you visit to give you actionable insights about how you spend your time browsing the web.

Woolaroo provides a new way to explore indigenous languages. Using machine learning, it recognises objects from your camera and translates them.

Thryn Shapira discusses balancing user control and automation in AI-powered reminiscing features.

Human intelligence emerges from our combination of senses and language abilities. Maybe the same is true for artificial intelligence.

Recommendation systems have changed how we choose what we want. But are they choosing what we want? | Subscribe to our weekly newsletter here.

@ Leicester / online | May 2021 – March 2022

Renée Cummings traces her unconventional path to data activism, opens our minds to the power of imagination and authenticity, and makes a cogent case for why being uncomfortable is key to creating a positive AI legacy.

A virtual event on AI for healthcare presented by DeepLearning.AI and HAI, and supported by AIMI.

DataFest Online is a special digital edition of DataFest Tbilisi - an annual international conference about data, technology, and communications, bringing together the data community from Eastern Europe and Central Asia, to inspire and encourage, and to create meaningful connections.

Check machine learning papers

How do people show up in data, and what are some of the inequalities that can result from data collection?

Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

Use AI to explore thousands of hours of humpback whale songs and make your own discoveries

Pattern Radio: Whale Songs lets anyone use AI to explore thousands of hours of humpback whale songs and make their own discoveries

Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

With new neural network architectures popping up every now and then, it’s hard to keep track of them all. Knowing all the abbreviations being thrown around (DCIGN, BiLSTM, DCGAN, anyone?) can be a bit overwhelming at first. So I decided to compose a cheat sheet containing many of those architectures. Most of these are neural networks, some are completely […]

We discuss how the human agency behind AI systems gets masked, and we've got a tool for you to play with that rephrases dodgy headlines

By AnalogFolk | The language tool that helps you self-promote with impact

Can a neural network learn to recognize doodles? See how well it does with your drawings and help teach it, just by playing.

Understand what AI is, and the jobs & aspects of work most likely to be automated by AI, so you know how to position yourself for the…

Hundreds of fonts arranged using machine learning