Course record ECE
ECE 7750
Mathematical Foundations of Machine Learning
Georgia Institute of Technology-Main Campus
26 sections4 professors
Grades: 2020–2025Evaluations: 2020–2023
Flunk Score22/100
Below averageVidya Muthukumar 3 sections · 1 term · 2025 3.70GPA
Published grade shares · 3 sections · 2025
Compare with the course
Muthukumar vs. the course average
A
+9.2
B
−2.4
C
−5.5
D
same
F
−1.2
Difference in percentage points.
Ashwin Pananjady Martin 5 sections · 1 term · 2022 3.68GPA
Published grade shares · 5 sections · 2022
Compare with the course
Martin vs. the course average
A
+24.5
B
−23.5
C
−5.5
D
same
F
+4.5
Difference in percentage points.
Overall4.62 / 5
5 reported responses
Scale 1–5
Amount learned4.06
Instructor clarity4.38
Course effectiveness3.98
Instructor enthusiasm4.65
Instructor helpfulness4.65
Instructor availability4.42
Instructor communication4.78
Instructor effectiveness4.70
Instructor respectfulness4.63
Assignment measured knowledge3.58
Instructor stimulates interest4.72
Justin Romberg 7 sections · 2 terms · 2020–2023 3.49GPA
Published grade shares · 7 sections · 2020–2023
Compare with the course
Romberg vs. the course average
A
−7.3
B
+10.7
C
−2.8
D
same
F
−0.6
Difference in percentage points.
Overall4.62 / 5
11 reported responses
Scale 1–5
Amount learned4.27
Instructor clarity4.65
Course effectiveness4.47
Instructor enthusiasm4.71
Instructor helpfulness4.30
Instructor availability4.72
Instructor communication4.62
Instructor effectiveness4.72
Instructor respectfulness4.68
Assignment measured knowledge4.02
Instructor stimulates interest4.56
Matthieu Bloch 11 sections · 2 terms · 2021–2024 3.42GPA
Published grade shares · 11 sections · 2021–2024
Compare with the course
Bloch vs. the course average
A
−8.3
B
+4.1
C
+5.4
D
same
F
−1.2
Difference in percentage points.
Overall4.54 / 5
10 reported responses
Scale 1–5
Amount learned4.35
Instructor clarity4.15
Course effectiveness4.45
Instructor enthusiasm4.83
Instructor helpfulness4.17
Instructor availability4.58
Instructor communication4.60
Instructor effectiveness4.55
Instructor respectfulness4.78
Assignment measured knowledge3.88
Instructor stimulates interest4.70
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