Aug 09, 2020  
USC Catalogue 2020-2021 
    
USC Catalogue 2020-2021

Data Science (BA)*


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datascience.usc.edu

Program Director: Emilio Ferrara, PhD

 

Computer-based information systems facilitate, enable and often define the relationships between corporations and consumers, buyers and suppliers, businesses of all sizes, social networks and citizens and their governments. Understanding these relationships and effectively addressing the collection, flow and distribution of information is vital to the effectiveness of any modern organization, enterprise or government agency.

The Bachelor of Arts in Data Science is a cooperative degree program involving the USC Dornsife College of Letters, Arts and Sciences and the USC Viterbi School of Engineering. Students complete 128 units, including at least 70 units of courses in Dornsife College and at least 38 units of courses in Viterbi School of Engineering. Units completed in Viterbi include the basic programming and data science requirements while units completed in Dornsife College include the general education and writing requirements, the Dornsife College foreign language requirement and an adviser-approved disciplinary specialization of at least 24 units, (including at least 16 units of upper-division course work). 

The specialization must form a coherent focus on a discipline that provides students with insight into a domain in which data science can be usefully applied; this is normally another departmental or interdepartmental major for the BA degree, permitting students to satisfy most or all of the requirements for a double major (see Undergraduate Degree Programs  for rules governing the overlap of courses allowed for a double major).

The program teaches students to understand, design and implement effective solutions to meet organizational, societal and management needs for information and decision support.

All students undertaking this degree program must have knowledge of the following areas (the core):

  • Information systems and technology fundamentals
  • Programming basics
  • Statistics
  • Data management
  • Machine learning 
  • Data visualization

Admission

Admissions are made by the USC Dornsife College of Letters, Arts and Sciences. Students normally apply to the program in the spring of the freshman year.

 

*The program falls under the jurisdiction of the Dornsife College of Letters, Arts and Sciences.

Major Core Requirements (30-32 units, 8-9 Courses)


A grade of C (2.0) or better is required for each of the courses taken for the core major requirements: programming requirement, data science requirement, statistics/probability requirement, and basic math requirement.

Disciplinary Specialization (24 units)


Complete at least 24 units of courses in an adviser-approved area of disciplinary specialization relying on coursework in the USC Dornsife College of Letters, Arts, and Sciences. At least 16 units must be at the upper-division level. The disciplinary specialization must form a coherent focus on a discipline that provides students with insight into a domain in which data science can be usefully applied. 

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