Classification Fundamentals — Assignment Pack

Tasks

1. Create a tiny pass-fail classifier from student marks using rule-based logic.
2. Train a classifier on a toy dataset and print accuracy.
3. Explain false positives and false negatives using a medical screening example.

Submission checklist

• Clean code with comments
• Input and output samples
• One short explanation paragraph
• One reflection: what was easy and what was difficult

Teacher note

Encourage students to explain their reasoning. Even in beginner weeks, clarity matters as much as code correctness.