Extrapolation Factory

AIxDESIGN Bookmark Library
Google's People + AI Research (PAIR) Team
German Research Center for Artificial Intelligence
Triple Black
Ai +
# build your AI skills: beginner to expert;
A list of artificial intelligence tools you can use today — for personal use (1/3)
Artbreeder (a collaborative, machine learning-based art website)
Playform.io
What-If Tool
The Open Data Institute's Ethics Canvas
AI Blindspot Tool by MIT
Machine Learning Canvas
The AI Readiness Canvas and Workshop - Voltage Control
The Ethics Canvas
The Tarot Cards Of Tech
Train a GPT-2 Text-Generating Model w/ GPU
on Google Colaboratory
The Role of Design in Creating Machine-Learning-Enhanced User Experience by Qian Yang
12 Colab Notebooks that matter by Vlad Alex
Want to get more hands on with Machine Learning? This article links to various Colab notebooks that you can use to play around with various models.
The problem with metrics is a big problem for AI · fast.ai
Analyzing Yelp Dataset with Scattertext spaCy
Exploratory data analysis and visualization for text data using NLP
The Intelligence Augmentation Design Toolkit by Futurice
Creative Machine Learning Repository
By Vera van der Seyp
A free online course - Elements of AI
Elements of AI is a massive open online course teaching the basics of artificial intelligence. The course, originally launched in 2018, is designed and organized by the University of Helsinki and technology company Reaktor
Intro to Machine Learning by Erik Katerborg
Conversations for Technologists by Centre of Humane Technology
AI meets Design Toolkit
The Art of Code
By Dylan Beattie | Software and technology has changed every aspect of the world we live in. At one extreme are the ‘mission critical’ applications - the code that runs our banks, our hospitals, our airports and phone networks. Then there’s the code we all use every day to browse the web, watch movies, create spreadsheets… not quite so critical, but still code that solves problems and delivers services. But what about the code that only exists because somebody wanted to write it? Code created just to make people smile, laugh, maybe even dance?
AlphaGo
A bit of a longer watch, but if you're looking for a documentary to watch, take a look at this one! Full documentary available on Youtube. "As the drama unfolds, more questions emerge: What can artificial intelligence reveal about a 3000-year-old game? What can it teach us about humanity?"
AI UX
10 guidelines from Intel Software to assist in designing and developing AI systems
BIT