Andreas Refsgaard teaches workshops for creatives, artists, developers, coders, interaction designers as well as people with no prior experience with code or machine learning.
Andreas Refsgaard teaches workshops for creatives, artists, developers, coders, interaction designers as well as people with no prior experience with code or machine learning. Through fun, artistic examples and hands-on exercises Andreas encourages his students to play and experiment with the tools and techniques, thereby opening for new ways of producing ideas, developing creative projects, optimising workflows and critiquing the shortcomings of artificial intelligence and exposing its limitations. The workshops vary in length from a few hours to days or whole weeks and can be tailored to the needs of the specific team or class.
Machine Learning and AI for creatives
In his workshops for creatives, artists and designers Andreas demonstrate the creative potential of machine learning, code and algorithms. The workshop program often includes a basic introduction to the techniques and tools as well as various hands-on exercises where the participants get to experience the many ways in which the tools and techniques can contribute to the creative process. On longer workshops the students will also get time to work on their own projects, which will be presented at the last day. Andreas has previously taught workshops on creative coding and creative use of machine learning at companies like IDEO San Fransisco and educational institutions like ECAL, Umeå Institute of Design, Hyper Island, The Bartlett and SchoolOfMa.
Tools taught include RunwayML, ml5js, p5js, openFrameworks, Processing, Wekinator, etc.
Basic introduction to Machine Learning and AI
The basic workshops are aimed at people with no prior experience with code or machine learning, who are interested in getting acquainted with the technology and getting concepts such as AI and machine learning demystified. In the workshops Andreas gives a basic introduction to the field and demonstrates some basic and easy to use tools and techniques. The participants hereafter get to experiment with these through hands-on exercises on their own computer. The workshops typically conclude with a discussion about the new possibilities and ethical dilemmas, which arise with the increased influence of machine learning and AI in our everyday life. Andreas has taught workshop in basic machine learning and AI at libraries, public schools and highschools around Denmark.
Tools taught include Teachable Machine, ml5 and various demos from Google, NVIDIA and others.
Machine Learning and AI for developers and coders
In his courses for creative coders, web developers and interaction designers, Andreas provides an introduction into how machine learning models can be productively integrated into existing workflows, integrated into websites and used for professional client projects. Through creative examples and hands-on exercises, he rolls out the many creative and technical possibilities machine learning brings to the field such as offering new and effective ways of prototyping and testing ideas. Andreas has previously taught workshops in machine learning and AI for creative technologists and developers at Facebook Reality Lab and at conferences like KIKK and Resonate.
Tools taught include RunwayML, ml5js, Face-API, p5js, openFrameworks, tensorflow.js etc.
- Machine Learning for Artists with RunwayML - Buy on Awwwards Academy
- Github Satelitte intro to ml5.js — Watch on Youtube
- MIT Docubase intro to RunwayML — Watch on Youtube