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Day 167: Evaluation Datasets & Quality Metrics — Deep Dive
Learn Evaluation Datasets & Quality Metrics through concepts & mental models, guided resources, practical work and a portfolio-ready outcome.
Learning objectives
Understand the topic
Explain Evaluation Datasets & Quality Metrics clearly, connect it to the Advanced AI & RAG phase, and identify one limitation or risk.
Apply the skill
Use ChromaDB and Prompt Flow to produce a small, reviewable result that demonstrates the concept.
Study plan and official resources
Portfolio practice
Cost-optimized RAG: small-model router with fallback to GPT-4o
Complete the work in a safe test environment, capture evidence, document decisions and record what you would improve in a second pass.