TDS Newsletter: How to Build Robust Data and AI Systems

A high-level, systemic understanding is crucial for building robust data and AI systems, as it helps leaders stay focused when pipelines or metrics fail. This approach is explored through several highlighted articles, including a deep dive on constructing a detailed retrieval pipeline as part of a RAG solution. Other featured guides cover the importance of data culture for organizational success and how to build a monitoring system that works in production. The collection also points to popular reads on topics like LLM-powered time-series analysis, GraphRAG, and understanding Convolutional Neural Networks.