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In this video from Berklee Online’s four-week AI for Music and Audio course, course author Dr. Carlos Arana explains how artificial intelligence relates to machine learning (ML), which is essentially the process through which computers learn to make decisions or predictions based on data. This contrasts with how humans learn from experience. This process of learning from data begins with feeding the machine a dataset, from which it learns to identify patterns. In the realm of music, ML algorithms have diverse applications: they analyze and extract music information, generate new compositions, recommend personalized playlists, and even assist in music production by optimizing mixing and mastering processes.

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ABOUT CARLOS ARANA:
Dr. Carlos Arana is a guitarist, producer, and researcher. His specialties range from Latin American rhythms to the application of machine learning and artificial intelligence techniques for music. As a guitarist, arranger, and musical director he has worked and recorded with artists from all over the world, including legendary Bossa Nova singer Maria Creuza, whose band he was a member of. He has edited a number of books for Hal Leonard and Warner Bros. Publications (Alfred Publications), and for his studies and research on machine learning and AI he has been invited as a speaker in congresses and seminars at some of the most prestigious technology universities, such as MIT and UC Berkeley. Dr. Arana earned his PhD from University of Buenos Aires (UBA-UNLZ) in 2022.

About Berklee Online:
Founded in 2002, Berklee Online is the premier innovator and largest provider of worldwide music education, offering the renowned curriculum of Berklee College of Music at a fraction of the cost through award-winning programming and instruction. Contact an Academic Advisor today:
1-866-BERKLEE (US)
1-617-747-2146 (international callers)
advisors@online.berklee.edu

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AI for Music and Audio | Artificial Intelligence | Machine Learning | ML | Data | Patterns | Dr. Carlos Arana | Maria Creuza | University of Buenos Aires

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