Turns statistics concepts into practice through data science practicums inspired by realistic projects.
Historical reviews of Hyunseung Kang: The class is a lot of work, with grades heavily dependent on randomly assigned group projects and unclear grading criteria.
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Declared in Statistics: Statistics and Data Science MS
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Historical reviews of Hyunseung Kang: Hyunseung Kang is described as beneficial for data science careers but criticized for rigid statistical preferences over machine learning. Reviewers report unclear grading criteria, unfair assessments based on randomized group projects, and a lack of explanatory feedback, creating significant frustration despite the course's potential utility.
HYUNSEUNG KANG is recorded teaching in Spring 2018, Spring 2019, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.
Recorded history may be incomplete and does not establish a future schedule.
Schedule loads here as you scroll.
| Section | Mode | Enrolled / capacity | Waitlist |
|---|---|---|---|
| LEC 001 | Classroom Instruction | 18 / 24 | 0 |
Times are Central. Select a meeting for details; export includes recorded dates for the selected sections. Enrollment reflects scan time.
Historical reviews of Hyunseung Kang: Hyunseung Kang's course is beneficial for data science careers but involves significant workload and program scheduling conflicts.
Recent recorded grades — Spring 2025: 3.73 GPA, 84.6% A/AB (n=13 letter grades); Fall 2025: 3.72 GPA, 88.9% A/AB (n=18 letter grades); Spring 2026: 3.88 GPA, 100.0% A/AB (n=21 letter grades).
Historical reviews of Hyunseung Kang: The class is a lot of work, with grades heavily dependent on randomly assigned group projects and unclear grading criteria.
Historical reviews of Hyunseung Kang: Reviewers report Kang dislikes machine learning work, insisting on statistical answers, which limits learning for some students.
Latest available · Spring 2026— not enough history to project Fall 2026.
Through Spring 2026
Not enough comparable courses for Fall 2026 in UW–Madison.
Descriptions, prerequisites, and recorded course offerings.
Observations at scan time; dates do not imply when a catalog change took effect.
Data Science Practicum
Recorded 2026-09-07[
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:932:024364",
"course_id": "STAT 628",
"course_uid": "course_dec5d5852b060024b87f5ac8",
"term_id": "1272",
"source_course_id": "024364",
"source_subject_id": "932",
"title": "Data Science Practicum",
"credits_min": 3,
"credits_max": 3,
"typically_offered": "Fall, Spring, Summer"
}
]Original comments behind the course and instructor summaries.
Recorded grade distributions by term, section, and instructor.
Explore recorded gradesRecorded model configuration, reasoning, and tool conversations.
{
"model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
"model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
"task_version": "14",
"output_id": "13c4718399b085b8b35f8f2efd1bdd9688d958496d62e039f01b5ad3d542314b",
"requirements_status": "valid",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}