Machine Learning for Musicians and Artists

via Kadenze

Overview

Immerse yourself in the captivating world of technology and art with our "Machine Learning for Musicians and Artists" course, offered by Kadenze. This innovative course is designed for creatives eager to explore the intersection of machine learning and the arts, including music, dance, and visual arts. Whether you dream of crafting a new musical instrument that responds to your movements, creating dynamic visuals for performances, or developing interactive art installations that engage with audience actions, this course will equip you with the essential machine learning skills to bring your artistic visions to life.

Participants will dive into the core machine learning techniques vital for interpreting human gestures, musical audio, and other real-time data. The curriculum emphasizes practical knowledge, covering algorithms, software tools, and best practices to create responsive real-time systems. Discover the fundamentals of machine learning, explore various types aimed at understanding human actions and sensor data, and learn to navigate the "machine learning pipeline" for effective analysis.

The course offers a deep dive into:

What machine learning entails
Different machine learning approaches including classification, regression, and segmentation for analyzing human actions and sensor data
Comprehensive guide to configuring the machine learning pipeline for optimal results
An overview of accessible machine learning tools such as Wekinator, Weka, and GestureFollower
Feature extraction and analysis techniques tailored for creative domains like music, dance, and the visual arts
Integrating machine learning with popular digital arts tools (Max/MSP, PD, ChucK, Processing, Unity 3D, SuperCollider, OpenFrameworks)
An introduction to affordable and user-friendly sensing technologies for machine learning inputs (Kinect, computer vision, hardware sensors, gaming controllers)

Dive into the intersection of machine learning and the arts with this course, categorized under Artificial Intelligence Courses and Machine Learning Courses, and unleash the potential of your creative projects through innovative technology.