INFO 7390 — Advances in Data Sciences and Architecture
4 semester hoursGraduateLectureusually offered: fall, springtypical days: ThArlington, VABostonOakland, CAOnlineToronto, CanadaOnlineTraditional
Covers a wide range of skills and responsibilities that are necessary for managing complex business performance and operational data. Such data tend to be fragmented, poorly organized, and often flawed. Offers students an opportunity to learn how a more up-to-date mapping of complex data works and to be alerted to the care and attention they must give to such a task as well as the implications of the results. Covers best practices for managing all aspects of the data transformation life cycle, covering broad areas such as requirements gathering, meta-model design, data integration and transformation, as well as implementation and ongoing operations. Discusses tools for mapping fragmented data into business intelligence solutions that guide successful strategies.
Prerequisites
- INFO 6105 (min B)
Offering history
| Term | Sections | Enrolled | Capacity | Full | Open seats/section |
|---|---|---|---|---|---|
| Fall 2023 | 2 | 86 | 150 | 57% | 32.0 |
| Spring 2024 | 4 | 106 | 200 | 53% | 23.5 |
| Fall 2024 | 2 | 69 | 130 | 53% | 30.5 |
| Spring 2025 | 3 | 52 | 169 | 31% | 39.0 |
| Fall 2025 | 2 | 39 | 80 | 49% | 20.5 |
| Spring 2026 | 1 | 9 | 50 | 18% | 41.0 |
Snapshots from scheduled scrapes — not live seat availability. "Full" can exceed 100% when sections over-enroll.
Meeting times
Share of recent sections by weekday: M 48% · T 1% · W 6% · Th 51% · F 0%
Common patterns: MR (38% of sections), async (27% of sections), R (13% of sections), M (10% of sections), W (6% of sections), S (6% of sections) — in patterns, R means Thursday
Professors
Fall
- Nicholas Brown (66% of students) · reviews
- Junwei Huang (34% of students) · reviews
Spring
- Nicholas Brown (51% of students) · reviews
- Ramkumar Hariharan (28% of students) · reviews
- Junwei Huang (15% of students) · reviews
- William Claster (4% of students) · reviews
Percentages are each professor's average share of the season's enrolled students in recent terms.
Unlocks
Courses that list INFO 7390 in their prerequisites.
Links
Official catalog (INFO course descriptions) · Student reviews on RateMyHusky · All INFO courses · Plan it at numap.app