Curriculum

Overview

The MS Analytics curriculum is structured to be completed in a single year (fall, spring, and summer), with a total of 36 credit-hours required for each student. Trained by world-class faculty, students will learn identification and framing of problems; acquisition, management, and utilization of large and fast-moving streams of data; creation, analysis, solution, and interpretation of mathematical models using appropriate methodology; and the integration of these interdisciplinary skills to enable graduates to successfully develop and execute analytics projects.

The interdisciplinary core includes 15 hours of coursework across business, computing, statistics, and operations research. On top of this integrated breadth of study covering the core areas of analytics, each student has 15 hours of electives to satisfy one of the specialized tracks to give them depth in an analytics area of specialization: Analytical Tools, Business Analytics, and Computational Data Analytics. Each student's elective choices can be personalized to support their individual career goals. The final piece of the curriculum is a required applied analytics practicum in which each student works with a company or organization on a real analytics problem, providing valuable insights, analysis, and solutions to the company/organization.

To see the specific list of topics covered in the interdisciplinary core and electives, see the Topics Covered page.

Base Curriculum

  • MGT 8803 Big Data Analytics in Business (3 hours)
  • CSE 6242 Data and Visual Analytics (3 hours)
  • One operations research course (3 hours)
  • Two statistics courses (6 hours)
  • 5 Elective/core courses (15 hours; includes 3 introductory core courses in computing, business, and statistics/OR areas, each of which may be waived depending on individual student backgrounds; most students are expected to need 2, leaving 3 remaining elective course slots)
  • 6 hours of applied analytics team practicum or internship
  • Each student’s course choices must satisfy the requirements of at least one of the defined tracks (Analytical Tools, Business Analytics, Computational Data Analytics).

MS Analytics Track Options

Analytical Tools

The Analytical Tools track provides students with a greater knowledge and understanding of the quantitative methodology of descriptive, predictive, and prescriptive analytics: how to select, build, solve, and analyze models using methodology such as parametric and non-parametric statistics, regression, forecasting, data mining, machine learning, optimization, stochastics, and simulation.

Business Analytics

The Business Analytics track provides students with a deeper understanding of the practice of using analytics in business and industry: how to understand, frame, and solve problems in marketing, operations, finance, management of information technology, human resources, and accounting in order to develop and execute analytics projects within businesses.

Computational Data Analytics

The Computational Data Analytics track provides students with a deeper understanding of the practice of dealing with so-called “big data”: how to acquire, preprocess, store, manage, analyze, and visualize data arriving at high volume, velocity, and variety.

Applied Analytics Practicum Requirement

Each student is required to complete an applied analytics practicum to gain experience applying what they have learned in real analytics practice. Individuals and teams of students will work with companies and organizations on their analytics projects to provide valuable solutions and insights. MS Analytics students will each bring their specializations to bear in an integrated solution. In this way, interdisciplinary learning will be emphasized in practice, not just in the classroom.

The practicum may be satisfied in the style of a traditional internship at a company site, or in a remote style where students work on campus or elsewhere and communicate with the company from a distance.

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Georgia Institute of Technology
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Phone: 404-894-2000