数据分析:为何如此复杂?

来源: ACM Queue (资深架构)

原文
This article aims to give you a sense of the depth and breadth of why it's so complicated to conduct and interpret data analysis. It begins with an overview of the purpose of data analysis, reviews different components of data and modeling and how each component introduces complexity to the process of analysis, discusses interpretation of analytic results, and concludes with a few recommendations for productively managing all of these challenges.