3 Credits
官方数据更新时间: 2026-08-28 05:35:00
背景: Students are expected to have some basic programming experience. Students without relevant experience will be provided with some basic preparatory material to review before term begins.
COURSE
CMAA5019
Machine Learning for the Arts
Information Hub / Computational Media and Arts · 3 Credits
As Machine Learning (ML) permeates numerous aspects of culture, industry, and scholarship, it is crucial for the next generation of computational artists to be ML-literate, possessing the ability to critically evaluate and apply this rapidly evolving technology. Through hands-on experience with cutting-edge ML tools, students will hone their skills in this domain and establish critical perspectives on the strengths and limitations of current methods. This course employs free, open-source ML toolkits, enabling students to become familiar with various classification and regression models, RNNs, Convolutional Neural Networks, Transfer Learning, large language models, Text-to-Image generators, and more, for the purpose of implementing art projects. Each week, pertinent computational artworks utilizing various techniques are introduced, analyzed, and discussed.
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历史目录与其他学期
3 Credits
官方数据更新时间: 2026-08-06 14:55:26
背景: Students are expected to have some basic programming experience. Students without relevant experience will be provided with some basic preparatory material to review before term begins.
3 Credits
官方数据更新时间: 2026-08-06 14:55:26
背景: Students are expected to have some basic programming experience. Students without relevant experience will be provided with some basic preparatory material to review before term begins.
3 Credits
官方数据更新时间: 2026-08-06 14:55:26
背景: Students are expected to have some basic programming experience. Students without relevant experience will be provided with some basic preparatory material to review before term begins.
3 Credits
官方数据更新时间: 2026-08-06 14:55:26
背景: Students are expected to have some basic programming experience. Students without relevant experience will be provided with some basic preparatory material to review before term begins.
3 Credits
官方数据更新时间: 2026-08-06 14:55:26
背景: Students are expected to have some basic programming experience. Students without relevant experience will be provided with some basic preparatory material to review before term begins.
3 Credits
官方数据更新时间: 2026-08-06 14:55:26
背景: Students are expected to have some basic programming experience. Students without relevant experience will be provided with some basic preparatory material to review before term begins.
3 Credits
官方数据更新时间: 2026-08-06 14:55:26
背景: Students are expected to have some basic programming experience. Students without relevant experience will be provided with some basic preparatory material to review before term begins.