The objective is to provide students with experience with noisy data sets, potential compliance issues, non-standard measures across business units, and other real-world considerations in using data to drive decisions. In addition, communication skills will be emphasized: how data informs the decision-making process when the audience likely lacks the specialized quantitative literacy of the project team. Information fusion refers to the merging of information from disparate sources with differing conceptual, contextual and typographical representations. Students will discuss such topics as brand management, integrated marketing communications, pricing policies, new product marketing, and marketing engineering. This course covers the major areas of concern that affect disruptive innovation and examine the role of disruptive innovation in fostering new business ventures. Students will learn the importance of taking an interdisciplinary approach to thinking about and planning innovation projects and programs, in terms of both internal and external forces. He has also written articles describing uses of sonification rendering scientific datasets with sound in the areas of cardiology and computer network security.
Other important considerations include many facets of information privacy: students will consider the ethical and legal implications of de-anonymization, of deep insight into individual behavior, and of opt-in versus opt-out models of participation. Students will be exposed to, and investigate, the best practices of key industries e. His compositions have been played at international electroacoustic music festivals, and his piece for flute choir, Squid Sarabande, was a finalist in the 2012 National Flute Association's newly published music competition. The course will examine the entire life cycle of a data analytics project, from data origination through collection, filtering, tool selection, calculation, and communication. B A 596 — Individual Studies variable Creative projects, including nonthesis research, which are supervised on an individual basis and which fall outside the scope of formal courses.
Early work includes sound designs and electroacoustic scores for modern dance, theatre, animated films, and radio dramas. . In June 2017, he was co-recipient of two that will involve working with marine biologists to create sonifications of ocean-related data. It discusses the human observations and web-based information. This title explores the Human-Centered trends, such as locations, identity, and interactions of individuals and social networks.
Specific examples of disruptive innovation will be analyzed. Students will gain insight into how breakthroughs in technology, science, and business modeling play out in establishing new products and markets. Particular emphasis will be placed on problem formulation: identifying what the business issue is at hand, what data might be useful in understanding that issue, and what tools can be most usefully applied in a particular context. He received degrees from the University of California at Los Angeles, New York University, and McGill University. Ballora teaches courses in music technology, history of electroacoustic music, musical acoustics, and software programming for musicians.
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