Course record ISYE
ISYE 7750
Mathematical Foundations of Machine Learning
Georgia Institute of Technology-Main Campus
8 sections4 professors
Grades: 2020–2025Evaluations: 2020–2023
Flunk Score40/100
Mixed recordAshwin Pananjady Martin 2 sections · 1 term · 2022 3.95GPA
Published grade shares · 2 sections · 2022
Compare with the course
Martin vs. the course average
A
+28.8
B
−27.3
C
−1.5
D
same
F
same
Difference in percentage points.
Overall4.17 / 5
18 reported responses
Scale 1–5
Amount learned3.60
Instructor clarity3.80
Course effectiveness4.30
Instructor enthusiasm4.50
Instructor helpfulness4.20
Instructor availability3.90
Instructor communication4.50
Instructor effectiveness4.20
Instructor respectfulness4.30
Assignment measured knowledge3.40
Instructor stimulates interest4.00
Justin Romberg 2 sections · 2 terms · 2020–2023 3.65GPA
Published grade shares · 2 sections · 2020–2023
Compare with the course
Romberg vs. the course average
A
−0.5
B
+2.0
C
−1.5
D
same
F
same
Difference in percentage points.
Overall4.51 / 5
13 reported responses
Scale 1–5
Amount learned4.39
Instructor clarity4.51
Course effectiveness4.55
Instructor enthusiasm4.52
Instructor helpfulness4.34
Instructor availability4.54
Instructor communication4.51
Instructor effectiveness4.58
Instructor respectfulness4.58
Assignment measured knowledge4.25
Instructor stimulates interest4.48
Matthieu Bloch 3 sections · 2 terms · 2021–2024 3.42GPA
Published grade shares · 3 sections · 2021–2024
Compare with the course
Bloch vs. the course average
A
−20.4
B
+17.9
C
+2.4
D
same
F
same
Difference in percentage points.
Overall4.34 / 5
14 reported responses
Scale 1–5
Amount learned4.30
Instructor clarity3.90
Course effectiveness4.50
Instructor enthusiasm4.60
Instructor helpfulness4.00
Instructor availability4.40
Instructor communication4.20
Instructor effectiveness4.60
Instructor respectfulness4.60
Assignment measured knowledge3.10
Instructor stimulates interest4.40
Vidya Muthukumar 1 sections · 1 term · 2025 · Limited sample 3.71GPA
Published grade shares · 1 section · 2025 · Limited sample
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