DATASCI 294W: Surfing the Waves of Data (DATASCI 194W)

Course Description

This course is designed to bring students into the world where music, quantum computing, wavelets, and DNA converge through the lens of wave data analytics. This interdisciplinary course explores the profound connections between these seemingly disparate fields, all united by the fundamental principles of wave theory.In the realm of music, students will discover how sound waves create harmony and rhythm, unveiling the mathematical beauty behind musical compositions. Transitioning into the quantum domain, the course will delve into the enigmatic behavior of quantum waves, offering insights into the cutting-edge technologies of quantum computing and their potential to revolutionize data processing.The journey continues with wavelets, powerful mathematical tools that decompose complex signals into simpler components. Students will learn how wavelets are employed in diverse applications, from image compression to signal processing, and their pivotal role in modern data analytics.Finally, the course will explore the fascinating world of DNA, where genetic information is organized in wave-like patterns. By examining the wave properties of DNA sequences, students will gain a deeper understanding of genetic coding, mutation, and the intricate dance of life at the molecular level.Through a blend of theoretical foundations and practical applications we will have projects where students will analyze wave data and get a sense as to what can be done from an analytical perspective.