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MENG 404

Math Fundamentals AI Engineers

Engineering Admin

4 credit hoursUsually offered: Fall, Spring
Avg GPA
3.58
Easiness
4.00
Total regs
109

Grade Distribution

Spring 2023–Spring 2026 · Percentages use A–F and W outcomes

Avg GPA
3.58
A
78.0%
85
B
14.7%
16
C
0.0%
0
D
1.8%
2
F
1.8%
2
W
3.7%
4
A–F + W
109
Other outcomes
0
All registrations
109

Quick Insights

Avg GPA
3.58
Easiness
4.00
C or better
96.2%
Among A–F outcomes
D or better
98.1%
Among A–F outcomes
Withdrawal rate
3.7%
Among A–F and W outcomes
Most common grade
A
Letter grades only
Outcomes counted
109
A–F and W outcomes

MENG 404 by Professor

Ranked by historical GPA for 2024SP–2026SP · A–F outcomes only · minimum 20 graded outcomes

#1
Shulman, Andrew M
3.87
RMP
4.2
134 reviews
Graded
82
Total regs
86
#
Professor
Avg GPA
Student rating
Graded
Total regs
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Shulman, Andrew M

Top GPA signal with 82 grades.

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About This Class

Concise refresher on the basics of the mathematical tools underpinning modern machine learning and artificial intelligence. Course Information: Extensive computer use required. Recommended Background: BS degree in a STEM discipline.

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Methodology
1
Shulman, Andrew M
3.87
4.2 (134)
82
86
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