Your question is Structure an AI Data Pipeline. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain how you would structure a data pipeline for an AI application.
Describe the end-to-end flow from source ingestion through validation, transformation, storage, feature generation, model training, and inference serving. Explain your choices for batch versus streaming processing, orchestration, schema evolution, data quality, lineage, reproducibility, monitoring, and failure recovery.