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Practicum

Student teams apply their learning to solve real-world analytics problems using data from sponsoring organizations.

At the core of the M.S. in Analytics curriculum is the practicum: a team-based learning experience wherein students put their skills to the test and generate business value for their project sponsors. Students work in teams of 4-6, under confidentiality agreements, to understand the business problem, and then clean and analyze the data. 

The institute receives practicum proposals from a variety of organizations each year. Our faculty select the most educationally valuable projects — ones that will afford students ample opportunities to apply the skills they’re learning in the classroom. Practicum projects run concurrent with coursework during the Fall and Spring semesters. While each project is unique, all projects operate on the same basic eight-month timeline.

General Practicum Timeline

  • Late August: The institute’s practicum manager announces teammate assignments.
  • Early September: Teams receive their practicum sponsor/project assignments and sign non-disclosure agreements.
  • Mid-September: Practicum teams hold project kick-off meetings, typically onsite at the sponsor’s location.
  • Fall semester: Practicum teams meet virtually every 1-2 weeks with their sponsors. Teams also meet with the institute faculty (as a group) every three weeks.
  • Early December: Practicum teams deliver midpoint presentations to institute faculty, and then to sponsors. These typically happen virtually.
  • Spring semester: Practicum teams meet virtually every 1-2 weeks with their sponsors. Teams also meet with the institute faculty (as a group) every three weeks.
  • Late April: Practicum teams deliver final presentations to institute faculty, and then to sponsors. The latter typically occur onsite at the sponsor’s location. Teams provide sponsors with an executive-level report and any other agreed-upon work products.

Student Teams

Students are assigned to practicum teams based on the complementarity of their skills, strengths and experience, given the needs of the project. The institute appoints a leader for each team, and teams designate members to fill other specific roles. 

Hear from practicum manager Dr. Chris West about the team allocation process:

Selected Practicum Sponsors
Bold denotes MSA ’27 sponsors
AAA CarolinasEstée LauderRailinc
Academic Programs InternationalFederal Communications CommissionRaleigh Water
Advance Auto PartsFifth Third BankRaytheon
Align TechnologyGeneral MillsRBC Bank
All American EntertainmentGeneral MotorsRed Hat
AllscriptsGlaxoSmithKlineRevenue Management Services
Ally BankGoDaddyRex Healthcare
AMC TheatresGolden Set AnalyticsRichard Childress Racing
Antares Audio TechnologiesH&R BlockRight at Home
Artemis by Novi HealthHallmarkRTI International
AsurionHanesbrandsRyerson
AT&THitachi EnergySafe-Guard Products International
Atrium HealthHouston AstrosSAS / Building Clarity
AxiosIBMSiemens Medical Solutions USA
Baltimore RavensJacksonville JaguarsSkin Laundry
Bank of AmericaJM Smucker & Co.Speedway Motorsports
bioMérieuxJohn DeereTerminix
Blue Cross Blue Shield of MNLendingTreeThe Home Depot
Blue Cross Blue Shield of NCLiberty MutualTravelocity
Cape Fear CollectiveLive Oak BankTrillium Health
CargillLowe’s CompaniesUNC Health
CaterpillarM&T BankUnited Airlines
Chick-fil-AMarriott InternationalUnited Network for Organ Sharing
Church & DwightMetLifeUS Air Force Safety Center
CignaMicrosoftUS CIA
CiscoMonsantoUS Dept. of Education
Coldwell Banker HPWMuseum of Fine Arts BostonUS Postal Service
Credit SuisseMuseum of Fine Arts HoustonUSA Baseball
Crete CarrierNC Dept. of Health & Human ServicesVerizon
Daimler TrucksNC Dept. of Public SafetyVisionist
DatasiteNC Dept. of State TreasurerVolvo Trucks North America
Deloitte ConsultingNC Joint Underwriting AssociationWake Forest Baptist Health
Direct ChassisLinkNC Museum of ArtWalgreens
Dude SolutionsNC Office of State Budget & ManagementWalt Disney Parks & Resorts
Duke HealthNC State University AthleticsWells Fargo
Eastman ChemicalNdustrialWounded Warrior Project
eBayNorthrop GrummanZencos
Elder ResearchOneMain Financial
ElevatePrimrose Schools
EnactProcter & Gamble
ENAIPutnam Investments