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 4-5, 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.
Practicum Teams
It’s become a tradition for each team to take a photo during their kickoff meeting
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 ’26 sponsors | ||
| AAA Carolinas | Federal Communications Commission | Railinc |
| Academic Programs International | Fifth Third Bank | Raleigh Water |
| Advance Auto Parts | Firstleaf | Raytheon |
| Align Technology | General Mills | RBC Bank |
| Allscripts | General Motors | Red Hat |
| Ally Bank | GlaxoSmithKline | Revenue Management Services |
| AMC Theatres | GoDaddy | Rex Healthcare |
| Antares Audio Technologies | Golden Set Analytics | Richard Childress Racing |
| Artemis by Novi Health | H&R Block | RTI International |
| Asurion | Hallmark | Ryerson |
| AT&T | Hanesbrands | SAS / Building Clarity |
| Atrium Health | Hitachi Energy | Siemens Medical Solutions USA |
| averhealth | Houston Astros | Skin Laundry |
| Axios | IBM | Speedway Motorsports |
| Baltimore Ravens | Jacksonville Jaguars | Stride Learning |
| Bank of America | JM Smucker & Co. | Terminix |
| bioMérieux | John Deere | The Home Depot |
| Blue Cross Blue Shield of MN | LendingTree | Travelocity |
| Blue Cross Blue Shield of NC | Liberty Mutual | Trillium Health |
| Cape Fear Collective | Live Oak Bank | UNC Health |
| Cargill | Lowe’s Companies | United Airlines |
| Caterpillar | M&T Bank | United Network for Organ Sharing |
| Chick-fil-A | Marriott International | US Air Force Safety Center |
| Church & Dwight | MetLife | US CIA |
| Cigna | Microsoft | US Dept. of Education |
| Cisco | Monsanto | US Postal Service |
| Coldwell Banker HPW | Museum of Fine Arts Boston | USA Baseball |
| Credit Suisse | Museum of Fine Arts Houston | Verizon |
| Crete Carrier | NC Dept. of Health & Human Services | Vertical IQ |
| Cymantix | NC Dept. of Public Safety | Visionist |
| Daimler Trucks | NC Dept. of State Treasurer | Volvo Trucks North America |
| Deloitte Consulting | NC Joint Underwriting Association | Wake Forest Baptist Health |
| Direct ChassisLink | NC Museum of Art | Walgreens |
| Dude Solutions | NC Office of State Budget & Management | Walt Disney Parks & Resorts |
| Duke Health | NC State University Athletics | Wells Fargo |
| Eastman Chemical | Ndustrial | Wounded Warrior Project |
| eBay | Northrop Grumman | Zencos |
| Elder Research | OneMain Financial | |
| Elevate | Primrose Schools | |
| Enact | Procter & Gamble | |
| Estée Lauder | Putnam Investments |