Global Certificate in Music & AI: Innovation Hub
-- ViewingNowThe Global Certificate in Music & AI: Innovation Hub is a cutting-edge course that bridges the gap between music, technology, and innovation. This certificate program is essential for learners seeking to gain a competitive edge in the music and technology industries.
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⢠Unit 1: Introduction to Music & AI: Overview of the intersection between music and artificial intelligence, including the history, current trends, and future potential.
⢠Unit 2: Foundations of Music Theory: Basics of music theory, including scales, chords, harmony, melody, rhythm, and form.
⢠Unit 3: AI Fundamentals: Overview of artificial intelligence, machine learning, and deep learning concepts, including supervised, unsupervised, and reinforcement learning.
⢠Unit 4: Music Information Retrieval (MIR): Introduction to MIR, including audio signal processing, feature extraction, and music classification techniques.
⢠Unit 5: Neural Networks and Music Generation: Overview of neural networks, including recurrent neural networks (RNNs), long short-term memory (LSTM) networks, and generative adversarial networks (GANs), and their applications in music generation.
⢠Unit 6: Music Recommendation Systems: Analysis of music recommendation systems, including collaborative filtering, content-based filtering, and hybrid approaches.
⢠Unit 7: Machine Listening: Overview of machine listening, including audio processing, feature extraction, and event detection.
⢠Unit 8: Music Composition and AI: Exploration of AI-assisted music composition, including algorithmic composition, rule-based systems, and machine learning techniques.
⢠Unit 9: Ethics and Music AI: Discussion of ethical considerations in music and AI, including intellectual property, cultural appropriation, bias, and transparency.
⢠Unit 10: Future of Music and AI: Analysis of the future of music and AI, including emerging trends, opportunities, and challenges.
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