Overview of resources on AI and related topics.
- Show & Tell
- World Café (table discussions)
Check the Slack: https://handsonai.slack.com/, ask Johan or Jan for an invite.
Machine Learning for Artists Github: https://github.com/ml4a
Generating Kittens: http://affinelayer.com/pixsrv/index.html
hacking events (on specific techniques), improvised music, text, neural networks, jobs, media, image recognition, image generation, generative art, emotions in text, emotions in face images, micro-expressions, design, warable, installation art, film, video, photography.
What can I do with AI?
Prototype things and see how they impact behavior.
AI answering big life questions: should I have children?
AI writing interactive horror story (whatsapp bots).
AI penpall (fiction).
List open source AI libs and services.
All AI use same "theory of emotion" <-> philosophy of algorithms.
Training data: what to use, where to get it, who owns it?
AI as a new perspective on things/problems/solutions (not as the solution itself).
Neural feedback loop: AI recognizing emotions and sending feedback to make user aware of self (mindfullness).
Create images from words (like "Platonic", or rather Wittgensteinian, examples).
"Hipsterbar" digital doorkeeper (and ethical implications).
Human computing and gamification (metadata and trainingset creation, for example for Europeana): duolingo, recaptcha, RNA sequencing games, galaxy zoo, crowd crafting, mechanical turk, crowdflower.
Types of AI: supervised learning, unsupervised learning, rule based, natural computing, game AI, ...
Ethics, futurism, http://lesswrong.com/
Algorithms 101
Kaggle competition hack evenings: https://www.kaggle.com/
- Introduction to Natural Computing (by Johan Groenen)
- Introduction to Artificial Intelligence (by Johan Groenen)
https://www.udacity.com/course/intro-to-machine-learning--ud120
https://www.coursera.org/learn/machine-learning
https://www.udacity.com/course/intro-to-statistics--st101
https://www.udacity.com/course/deep-learning--ud730
Deep Learning: https://www.youtube.com/channel/UC9OeZkIwhzfv-_Cb7fCikLQ
Neural Network: https://www.youtube.com/watch?v=AyzOUbkUf3M
V2_ website: http://v2.nl/events/hands-on-ai-kick-off
Meetup page: https://www.meetup.com/Unstable-Media-Meetup-Rotterdam/
- Horror story bot
- Improv music
- AI "jamming"
- Chat/text robots
- AI playing games
- Improving "single player mode"
- Ethics
- Privacy & Transparency
- Data collection
- AI Rebels
- We don't know what we don't know
- Unsupervised machine learning
- Supervised machine learning
- Euristics
- Swarm Algoritm
- Semantic Toolboxes
- Expert systems
- Rule based systems
- Robotics
- AI psychology
- Medical data analysis
- Neural feedback
- Handicap applications (AI for blind people)
- City oriented bots
- AI/Human Synergy
- Thought provoking bots
- Brain/computer Interface
- Cyborgs
- AI History
- Discourse group
- Collectively owned AI resource
- Talent development
- Open source collection
- Shared data sets
- Skill exchange
- Pattern recognition
- Image generation
- recognizing chairs
- Where to look/start?
- Low threshold
- Making machine learning fun!