Data Annotation and Deliverable Roadmap for an AI Annotation Project Course
Matutunan ang practical workflow ng annotation at AI - mula text, image, hanggang audio - kasama ang eksaktong CSV/JSONL schema, BIO/NER labeling, at intents/sentiment. Makikita mo ang QC gamit ang Cohen's kappa at confusion matrix, reproducible scripts, at deliverables na madaling i-scale. Tatalakayin din ang ethics, licensing, provenance, at PII masking. Isang maikli, high-quality, at actionable na kurso para sa real-world projects.

flexible workload of 4 to 360h
certificate recognized by the MEC
What will I learn?
Matutunan ang practical workflow ng annotation at AI - mula text, image, hanggang audio - kasama ang eksaktong CSV/JSONL schema, BIO/NER labeling, at intents/sentiment. Makikita mo ang QC gamit ang Cohen's kappa at confusion matrix, reproducible scripts, at deliverables na madaling i-scale. Tatalakayin din ang ethics, licensing, provenance, at PII masking. Isang maikli, high-quality, at actionable na kurso para sa real-world projects.
Elevify advantages
Develop skills
- Annotation workflows: Master doccano VIA formats para sa accurate labeling
- QC and metrics: Cohen kappa at confusion matrices para labeling quality
- Domain specific labeling: Audio text image edge cases at robust examples
- Deliverables and reporting: exact TXT formats para sa concise reports and licensing
- Scaling and automation: active learning and QA automation for large annotation projects
Suggested summary
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