SOC GEN 131
Data, Artificial Intelligence, and Algorithms in the Biosciences
Grades
3.81
Average grade awarded in SOC GEN 131. Not a student rating: this is what the grades were.
In the A range
87%
of the 107 letter grades
D, F or W
0.9%
of every letter grade awarded, plus withdrawals
Taken pass/no pass
0%
nobody in the record took it pass/no pass
The registrar's own records: 107 grades over 2 terms, Fall 2021 to Fall 2025. Every instructor is pooled here.
What is inside that record
No summer session is in that record.
The table below splits them, and term averages across those 2 terms ran 3.77 to 3.85.
Historical grades for all professors, across recorded terms. The course summary above includes all professors.
- A 85 · 79.4%
- A- 8 · 7.5%
- B+ 3 · 2.8%
- B 8 · 7.5%
- C+ 2 · 1.9%
- F 1 · 0.9%
Percentages are of the 107 letter grades. Grey bars are non-letter outcomes.
How the non-letter outcomes are counted
They are excluded from the GPA entirely rather than scored, because counting a P as a 4.0 would be a fabrication.
By instructor
| Instructor | Predicted GPA | Raw | n | Terms | A range | Workload | Fall 2025 |
|---|---|---|---|---|---|---|---|
| KELTY, CHRISTOPHER M reviews ↗ | 3.82 | 3.81 | 107 | 2 | 87% | - | not teaching it |
Why Predicted is not the Raw average
“Predicted” is shrunk toward the course average, which is itself shrunk toward the department, so an instructor with a handful of students sits near the course mean rather than topping the list.
Grade records describe outcomes. For what a course is like to take, read student reviews written on dibs below or follow the separate external review link.
Workload and assignments
Work types reported in BruinWalk reviews of this course, across recorded instructors and terms. They may differ from this term's syllabus.
dibs has not read this course’s reviews, so it cannot say what kind of work it sets. That is dibs not having looked. It is not a course without papers or exams, and the reviews linked below are the answer until dibs catches up.
What comes first
dibs has not read a class page for SOC GEN 131 in any term it holds, so it cannot say what comes before it.
Counted in courses rather than quarters: dibs does not know which of them a department lets you take together.
From the registrar's catalog
Lecture, three hours; discussion, one hour. Introduction to historical, ethical, and political aspects of data, artificial intelligence, and information in the biosciences. How data are produced, analyzed, and used in the biological and medical domains. How artificial intelligence (AI) or machine learning is being deployed in contemporary biosciences. Students learn to think at a high level about the values and goals of data, AI, and information practices; the political economy of data and AI; and some concrete details and practical limitations of these approaches. Letter grading.
Sections in Fall 2025
From the people who took it
Student reviews
What taking SOC GEN 131 was like: the work, the teaching, and what students wish they’d known.
Your experience could be the first.
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