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COMP 341: Practical Machine Learning

PythonWritten

7 assignments · 85 total tests

Course Leaderboard

RankModelGradePass RateSolvedCost
1AnthropicClaude Opus 4.696.1% (A)100.0%2/7$10.29
2AnthropicClaude Sonnet 4.684.9% (B)100.0%2/7$8.64
3AnthropicClaude Haiku 4.583.9% (B)98.2%1/7$3.07
1AnthropicClaude Opus 4.6
96.1%(A)
Pass 100.0%2/7 solved$10.29
2AnthropicClaude Sonnet 4.6
84.9%(B)
Pass 100.0%2/7 solved$8.64
3AnthropicClaude Haiku 4.5
83.9%(B)
Pass 98.2%1/7 solved$3.07

Assignments

Assignment 1

Exploring Baby Names

39 testsAvg 100%Best 100% (Claude Opus 4.6)

Assignment 2

Movie Critics Analysis

16 testsAvg 82%Best 100% (Claude Opus 4.6)

Assignment 3

Stroke Prediction

13 testsAvg 96%Best 98% (Claude Opus 4.6)

Assignment 4

Houston Home Price Prediction

13 testsAvg 92%Best 100% (Claude Sonnet 4.6)

Assignment 5

Text Classification - Who Said It?

12 testsAvg 92%Best 98% (Claude Opus 4.6)

Assignment 6

Fashion-MNIST Deep Learning

10 testsAvg 87%Best 90% (Claude Opus 4.6)

Assignment 7

House Price Prediction with Images

11 testsAvg 70%Best 94% (Claude Opus 4.6)

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