Executive Development Programme in Deep Learning for Composers

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The 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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AboutThisCourse

By enrolling in this course, learners gain essential skills in deep learning techniques, enabling them to create more dynamic, personalized, and innovative compositions. The course curriculum covers various topics, from understanding neural networks to generating music with advanced algorithms. Composers will also learn to harness the power of popular deep learning frameworks, like TensorFlow and PyTorch, for music composition purposes. Upon completion, participants will be equipped with the necessary skills to advance their careers in the evolving music industry. They will have a competitive edge in creating AI-generated music, working on music information retrieval projects, or exploring opportunities in research and development within music tech companies.

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CourseDetails

• Fundamentals of Deep Learning
• Neural Networks and Architectures
• Convolutional Neural Networks (CNNs) for Music Analysis
• Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Music Generation
• Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs) for Music Composition
• Transfer Learning and Domain Adaptation in Music
• Evaluation Metrics and Perceptual Studies for Deep Learning-generated Music
• Ethical Considerations and Societal Implications of AI in Music Composition
• Best Practices and Real-world Applications of Deep Learning for Composers

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EntryRequirements

  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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FastTrack GBP £140
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AcceleratedLearningPath
  • ThreeFourHoursPerWeek
  • EarlyCertificateDelivery
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StandardMode GBP £90
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FlexibleLearningPace
  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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  • DigitalCertificate
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EXECUTIVE DEVELOPMENT PROGRAMME IN DEEP LEARNING FOR COMPOSERS
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London School of International Business (LSIB)
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05 May 2025
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