PROFESSIONAL • AI Systems Architecture

Data Pipeline Drill for retail demand forecasting #1

This lesson focuses on improve model quality using a practical retail demand forecasting scenario. You will apply commands: pip install langchain chromadb | docker build -t ai-service . | kubectl apply -f deployment.yaml. The code example demonstrates a concrete workflow aligned with this lesson objective, not generic filler.