Week 40–42
Evaluation Metrics
How do you know if your AI system is actually good? Learn to define metrics, measure output quality, and use data to improve your systems over time.
Skills You'll Learn
Metric definition
Output scoring
A/B testing prompts
Hands-On Projects
1
Prompt comparison experiment
2
Quality scoring dashboard
Module Milestone
You can measure and compare the quality of two different AI approaches.
Complete this milestone before moving to the next module.
Module Quiz
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Q1. What is an 'evaluation metric' in AI?
Duration
Week 40–42
Tools Used
PythonGoogle SheetsOpenAI API
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Next Module
Version Control with GitHub
Week 43–45