Course record STAT

STAT 451

— INTRODUCTION TO MACHINE LEARNING AND STATISTICAL PATTERN CLASSIFICATION

University of Wisconsin-Madison

987 grades21 sections8 professors
Grades: 2020–2025
Flunk Score35/100
Below average

Professors 8 of 8

Sebastian Raschka 130 grades · 1 term · 2021 3.92GPA
93.1% A
6.9% B
0.0% C
0.0% D
0.0% F

130 letter grades · 2 sections · 2021

Compare with the course
Raschka vs. the course average
A +26.7
B −20.4
C −5.7
D −0.5
F −0.1

Difference in percentage points.

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Zhongjie Yu 58 grades · 1 term · 2020 3.72GPA
72.4% A
27.6% B
0.0% C
0.0% D
0.0% F

58 letter grades · 1 section · 2020

Compare with the course
Yu vs. the course average
A +6.1
B +0.2
C −5.7
D −0.5
F −0.1

Difference in percentage points.

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John Gillett 293 grades · 3 terms · 2022–2023 3.56GPA
64.5% A
28.7% B
6.1% C
0.7% D
0.0% F

293 letter grades · 6 sections · 2022–2023

Compare with the course
Gillett vs. the course average
A −1.9
B +1.3
C +0.5
D +0.2
F −0.1

Difference in percentage points.

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Jitian Zhao 133 grades · 2 terms · 2023–2024 3.56GPA
64.7% A
28.6% B
6.0% C
0.8% D
0.0% F

133 letter grades · 3 sections · 2023–2024

Compare with the course
Zhao vs. the course average
A −1.7
B +1.2
C +0.3
D +0.2
F −0.1

Difference in percentage points.

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Ryan Yee 245 grades · 3 terms · 2024–2025 3.56GPA
62.0% A
33.1% B
4.5% C
0.0% D
0.4% F

245 letter grades · 5 sections · 2024–2025

Compare with the course
Yee vs. the course average
A −4.3
B +5.7
C −1.2
D −0.5
F +0.3

Difference in percentage points.

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Michael Harding 66 grades · 1 term · 2024 3.38GPA
50.0% A
37.9% B
12.1% C
0.0% D
0.0% F

66 letter grades · 2 sections · 2024

Compare with the course
Harding vs. the course average
A −16.4
B +10.5
C +6.4
D −0.5
F −0.1

Difference in percentage points.

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Elina Choi 51 grades · 1 term · 2022 3.15GPA
45.1% A
29.4% B
21.6% C
3.9% D
0.0% F

51 letter grades · 1 section · 2022

Compare with the course
Choi vs. the course average
A −21.3
B +2.1
C +15.9
D +3.4
F −0.1

Difference in percentage points.

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Ajinkya Hemant Kokandakar 11 grades · 1 term · 2023 · Limited sample 3.77GPA
81.8% A
18.2% B
0.0% C
0.0% D
0.0% F

11 letter grades · 1 section · 2023 · Limited sample

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