New paradigm of Yield analysis in Big Data and AI Era in Semiconductor Manufacturing

The paper describes how the semiconductor product yield analysis evolved from simple one-way correlation analysis limited by siloed data into powerful cloud based and AI/ML enhanced analytics tool. We discuss the tasks and efforts needed to align all data types, create the Big Data accessible repositories, and deploy end-to-end analytics, updating the AI/ML models using incoming new yield data stream.