Course record CS
CS 2316
Data Manipulation for Science and Industry
Georgia Institute of Technology-Main Campus
127 sections10 professors
Grades: 2011–2025Evaluations: 2012–2024
Flunk Score11/100
Needs work
Student evaluations
4.22 / 5
School avg. 4.36
360 reported responses
How the ratings compare
Compared with the school, highest difference first.
Amount learned+0.27
Course effectiveness+0.19
Instructor communication+0.01
Assignment measured knowledge−0.01
Instructor stimulates interest−0.07
Instructor enthusiasm−0.11
Instructor effectiveness−0.11
Instructor availability−0.12
Instructor respectfulness−0.20
Instructor clarity−0.25
Instructor helpfulness−0.27
Left: below school averageRight: above school average
0 = school average for each question. +0.50 means half a point above it on the 1–5 rating scale.
View exact values
GT CIOS (11-item) · across 9 rated professors · A signal, not a grade
| Question | Record | School | Difference |
|---|---|---|---|
| Amount learned | 4.43 | 4.16 | +0.27 |
| Instructor clarity | 3.99 | 4.24 | −0.25 |
| Course effectiveness | 4.45 | 4.26 | +0.19 |
| Instructor enthusiasm | 4.43 | 4.54 | −0.11 |
| Instructor helpfulness | 3.87 | 4.14 | −0.27 |
| Instructor availability | 4.34 | 4.46 | −0.12 |
| Instructor communication | 4.40 | 4.39 | +0.01 |
| Instructor effectiveness | 4.27 | 4.39 | −0.11 |
| Instructor respectfulness | 4.37 | 4.57 | −0.20 |
| Assignment measured knowledge | 4.07 | 4.08 | −0.01 |
| Instructor stimulates interest | 4.10 | 4.16 | −0.07 |
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