{"id":4786,"date":"2024-03-25T15:18:48","date_gmt":"2024-03-25T15:18:48","guid":{"rendered":"https:\/\/itp.nyu.edu\/ima_dev\/?p=4786"},"modified":"2025-06-05T15:30:27","modified_gmt":"2025-06-05T15:30:27","slug":"introduction-to-machine-learning-for-the-arts","status":"publish","type":"post","link":"https:\/\/itp.nyu.edu\/ima\/introduction-to-machine-learning-for-the-arts\/","title":{"rendered":"Introduction to Machine Learning for the Arts"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/itp.nyu.edu\/ima\/wp-content\/uploads\/2024\/03\/introduction-to-machine-learning-for-the-arts-1024x576.png\" alt=\"\" class=\"wp-image-5913\" style=\"width:852px;height:auto\" srcset=\"https:\/\/itp.nyu.edu\/ima\/wp-content\/uploads\/2024\/03\/introduction-to-machine-learning-for-the-arts-1024x576.png 1024w, https:\/\/itp.nyu.edu\/ima\/wp-content\/uploads\/2024\/03\/introduction-to-machine-learning-for-the-arts-300x169.png 300w, https:\/\/itp.nyu.edu\/ima\/wp-content\/uploads\/2024\/03\/introduction-to-machine-learning-for-the-arts-768x432.png 768w, https:\/\/itp.nyu.edu\/ima\/wp-content\/uploads\/2024\/03\/introduction-to-machine-learning-for-the-arts-1536x864.png 1536w, https:\/\/itp.nyu.edu\/ima\/wp-content\/uploads\/2024\/03\/introduction-to-machine-learning-for-the-arts.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>An introductory course designed to provide students with hands-on experience developing creative coding projects with machine learning. The history, theory, and application of machine learning algorithms and related datasets are explored in a laboratory context of experimentation and discussion. Examples and exercises will be demonstrated in JavaScript using the p5.js, ml5.js, and TensorFlow.js libraries. In addition, students will learn to work with open source pre-trained models in the cloud using Runway. Principles of data collection and ethics are introduced. Weekly assignments, team and independent projects, and project reports are required. Some experience and basic familiarity with programming is a plus, but not required for this course.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>An introductory course designed to provide students with hands-on experience developing creative coding projects with machine learning. The history, theory, and application of machine learning algorithms and related datasets are explored in a laboratory context of experimentation and discussion. Examples and exercises will be demonstrated in JavaScript using the p5.js, ml5.js, and TensorFlow.js libraries. In [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":5913,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"_links":{"self":[{"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/posts\/4786"}],"collection":[{"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/comments?post=4786"}],"version-history":[{"count":3,"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/posts\/4786\/revisions"}],"predecessor-version":[{"id":6114,"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/posts\/4786\/revisions\/6114"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/media\/5913"}],"wp:attachment":[{"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/media?parent=4786"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/categories?post=4786"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itp.nyu.edu\/ima\/wp-json\/wp\/v2\/tags?post=4786"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}