Executive Development Programme in Deep Learning for Composers
-- ViewingNowThe Executive Development Programme in Deep Learning for Composers is a certificate course designed to empower composers with the latest advancements in AI and machine learning. This program bridges the gap between artistic creativity and technological innovation, addressing the growing industry demand for data-driven music composition skills.
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โข Fundamentals of Deep Learning
โข Neural Networks and Architectures
โข Convolutional Neural Networks (CNNs) for Music Analysis
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Music Generation
โข Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs) for Music Composition
โข Transfer Learning and Domain Adaptation in Music
โข Evaluation Metrics and Perceptual Studies for Deep Learning-generated Music
โข Ethical Considerations and Societal Implications of AI in Music Composition
โข Best Practices and Real-world Applications of Deep Learning for Composers
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