Smart Manufacturing is a generic term being frequently used to describe the use of advanced technologies such as Artificial Intelligence (AI), Internet of Things (IoT), and automation to optimize manufacturing processes. This advanced manufacturing approach aims to enhance productivity, efficiency, and flexibility, leading to higher quality products and better customer satisfaction. Big data plays a crucial role in smart manufacturing by providing valuable insights into production processes, enabling predictive maintenance, and optimizing product design and performance.