Classification Evaluation and Error Analysis

Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.

Units

1. Unit 07.00: Classification Evaluation and Error Analysis: Treat images as data with ethics and permission checks
2. Unit 07.01: Classification Evaluation and Error Analysis: Prepare image files, arrays, labels, and preprocessing steps
3. Unit 07.02: Classification Evaluation and Error Analysis: Build or inspect a small model or vision pipeline
4. Unit 07.03: Classification Evaluation and Error Analysis: Review errors, bias, privacy, and dataset limits
5. Unit 07.04: Classification Evaluation and Error Analysis: Write the model-card or vision-workflow note

Module work

• Activity
• Knowledge check
• Summary