Professionals aiming to bridge the gap between machine learning and reliable production environments often seek the MLOps Foundation Certification to validate their expertise. This guide serves engineers, architects, and managers who recognize that building a model is only a small fraction of the actual lifecycle. Within the broader ecosystem of DevOps and platform engineering, understanding…