Files to create and modify
docs/data_pipeline.md – Add data acquisition, labeling, preprocessing, and governance detailsscripts/data_acquisition/ – Implement scraping, synthetic data generation, and augmentation scriptsscripts/preprocessing/ – Add preprocessing pipelines for text, images, audio, and structured dataconfigs/dvc.yaml – Configure data versioning and governance
Acceptance Criteria
Files to create and modify
docs/data_pipeline.md– Add data acquisition, labeling, preprocessing, and governance detailsscripts/data_acquisition/– Implement scraping, synthetic data generation, and augmentation scriptsscripts/preprocessing/– Add preprocessing pipelines for text, images, audio, and structured dataconfigs/dvc.yaml– Configure data versioning and governanceAcceptance Criteria
Data acquisition strategies are documented, including scraping, synthetic data, and augmentation
Labeling and annotation frameworks are identified and integrated
Data governance and versioning setup is complete using DVC
Preprocessing pipelines implemented for:
Documentation is complete and reproducible