clinchworksacademy

Skill focus

Retrieval evaluation

Explore Retrieval evaluation skills through published courses and learning paths at Clinch Works Academy.

  1. Embeddings and Vector Search

    Build exact vector retrieval, measure approximation failures, implement persisted metadata-filtered CRUD, and diagnose retrieval errors with labeled evaluation. Includes metric calculations, a coarse-list ANN reference, and optional real SentenceTransformer and Qdrant workflows.

    Intermediate16–23 hours including labsArtificial IntelligencePremium access
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  2. AI Evaluation Engineering

    Measure whether AI systems actually work, not just whether they produce impressive demos. Expanded engineering lessons with complete local practice, worked solutions, failure cases and instructor assessment.

    Intermediate to Advanced24–36 hoursArtificial IntelligencePremium access
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