AWS Certified Machine Learning - Specialty is intended for individuals who perform a development or data science role and have more than one year of experience developing, architecting, or running machine learning/deep learning workloads in the AWS Cloud. Before you take this exam, we recommend you have:

At least two years of hands-on experience developing, architecting, and running ML or deep learning workloads in the AWS Cloud

Ability to express the intuition behind basic ML algorithms

Experience performing basic hyperparameter optimization

Experience with ML and deep learning frameworks

Ability to follow model-training, deployment, and operational best practices