Historical grades cover up to five years through the selected term. Grade sorting prioritizes courses with at least 100 letter grades.
STATISTICAL METHODS FOR BIOSCIENCE I covers statistical inference, ANOVA, regression, and diagnostics for bioscience applications.
Offering recorded · Fall 2026
Historical reviews of Bret Larget, Debraj Das: Exams can be difficult and heavily weighted, with one reviewer noting they covered unseen material, while another found them fair and focused on required knowledge.
historical GPA · grades
Fall 2022–Fall 2025Covers pattern classification, regression, clustering, and dimensionality reduction with a focus on statistical evaluation and Python implementation.
Offering recorded · Fall 2026
Historical reviews of John Gillett, Sebastian Raschka: Workload is generally manageable with recorded lectures, though Gillett's exams can be difficult and require careful review, while one review cites unorganized materials and confusing group policies.
historical GPA · grades
Spring 2022–Spring 2026Introduction to deep learning and generative models connecting neural networks to statistical concepts.
Offering recorded · Fall 2026
Historical reviews of Yiqiao Zhong: Reviewers note low overall workload, though exams can be confusing if lecture concepts are not understood. One student found the difficulty manageable with effort, while another cited flexible deadlines and fine tests.
historical GPA · grades
Spring 2023–Spring 2026STAT 479 covers special topics in statistics of interest to undergraduate students.
Offering recorded · Fall 2026
Historical reviews of John Gillett, Karl Rohe, Kris Sankaran: Workload varies by instructor; Gillett’s course required independent Linux learning and debugging, while Sankaran’s recent term involved graduate-level assignments. Sankaran’s earlier terms featured spread-out homeworks, and Rohe provided few guidelines.
historical GPA · grades
Spring 2022–Spring 2026STAT 699 is a directed study course where students engage in projects arranged with a faculty member.
Offering recorded · Fall 2026
A directed study with Cecile Ane focused on genuine learning and conceptual understanding rather than just completion.
historical GPA · grades
Spring 2022–Spring 2022 · limited sampleSTAT 990 is an independent research and writing course for graduate students under faculty supervision.
Offering recorded · Fall 2026
No recorded grade history