Amazon Web Services (AWS) leads the cloud computing industry, providing solutions and services that enable organisations worldwide to thrive in data management, storage, and machine learning (ML). With machine learning becoming a strategic priority for companies of all sizes, achieving AWS Certified Machine Learning opens doors to lucrative and high-demand roles. This guide details everything you need to know to succeed on the AWS Certified Machine Learning Specialty (MLS-C01) exam and establish a strong career foundation in ML on AWS.