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CS 418

Introduction to Data Science

Computer Science

3 credit hoursUsually offered: Fall, Spring
Avg GPA
3.44
Easiness
3.70
Total regs
1,605

Grade Distribution

Spring 2022–Spring 2026 · Percentages use A–F and W outcomes

Avg GPA
3.44
A
61.7%
989
B
27.4%
439
C
6.9%
111
D
1.6%
26
F
0.7%
11
W
1.7%
28
A–F + W
1,604
Other outcomes
1
All registrations
1,605

Quick Insights

Avg GPA
3.44
Easiness
3.70
C or better
97.7%
Among A–F outcomes
D or better
99.3%
Among A–F outcomes
Withdrawal rate
1.7%
Among A–F and W outcomes
Most common grade
A
Letter grades only
Outcomes counted
1,604
A–F and W outcomes

CS 418 by Professor

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

#1
Medya, Sourav
3.74
RMP
5.0
9 reviews
Graded
270
Total regs
272
#2
Ravi, Sathya
3.67
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Medya, Sourav

Top GPA signal with 270 grades.

Avg GPA 3.74Open profile →
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Methodology
RMP
2.9
9 reviews
Graded
160
Total regs
166
#3
Ziebart, Brian D
3.49
RMP
2.6
14 reviews
Graded
235
Total regs
237
#4
Bello Lander, Gonzalo Alejandro
3.40
RMP
4.9
126 reviews
Graded
75
Total regs
75
#5
Thida, Myo
3.28
RMP
NR
Graded
32
Total regs
32
#6
Zheleva, Elena
3.17
RMP
2.3
9 reviews
Graded
224
Total regs
231
#
Professor
Avg GPA
Student rating
Graded
Total regs
  • 1
    Medya, Sourav
    3.74
    5.0 (9)
    270
    272
  • 2
    Ravi, Sathya
    3.67
    2.9 (9)
    160
    166
  • 3
    Ziebart, Brian D
    3.49
    2.6 (14)
    235
    237
  • 4
    Bello Lander, Gonzalo Alejandro
    3.40
    4.9 (126)
    75
    75
  • 5
    Thida, Myo
    3.28
    NR
    32
    32
  • 6
    Zheleva, Elena
    3.17
    2.3 (9)
    224
    231