Postgraduate Certificate in AI and Instrument Performance
-- ViewingNowThe Postgraduate Certificate in AI and Instrument Performance is a cutting-edge course designed to equip learners with essential skills in artificial intelligence and instrument performance. This course is of paramount importance in today's technology-driven world, where AI applications are becoming increasingly prevalent across industries.
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โข Unit 1: Introduction to Artificial Intelligence (AI) – definitions, history, and current applications
โข Unit 2: Machine Learning (ML) techniques – supervised, unsupervised, and reinforcement learning
โข Unit 3: Deep Learning (DL) – neural networks, convolutional neural networks (CNN), recurrent neural networks (RNN), long short-term memory (LSTM)
โข Unit 4: Natural Language Processing (NLP) – text analysis, sentiment analysis, named entity recognition
โข Unit 5: Computer Vision – image recognition, object detection, facial recognition
โข Unit 6: AI Ethics – bias, privacy, transparency, accountability, fairness
โข Unit 7: AI and Instrument Performance – musical applications, data collection and preprocessing, model training and evaluation
โข Unit 8: AI-assisted Composition – generative models, creative AI, musical style transfer
โข Unit 9: AI in Live Performance – real-time music generation, improvisation, audience interaction
โข Unit 10: Future of AI in Music – emerging trends, opportunities, and challenges
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