eLearning
linkedin.com
AWS Certified Machine Learning Engineer Associate (MLA-C01) Cert Prep
Summary
Prepare for the AWS Certified Machine Learning Engineer Associate exam with this course.
The AWS Certified Machine Learning Engineer - Associate exam validates your ability to build, operationalize, deploy, and maintain machine learning (ML) solutions and pipelines by using the AWS Cloud. Prepare for the exam with this course by learning how to: ingest, transform, validate, and prepare data for ML modeling; select general modeling approaches, train models, tune hyperparameters, analyze model performance, and manage model versions; choose deployment infrastructure and endpoints, provision compute resources, and configure auto scaling based on requirements; set up continuous integration and continuous delivery (CI/CD) pipelines to automate orchestration of ML workflows; monitor models, data, and infrastructure to detect issues; and secure ML systems and resources through access controls, compliance features, and best practices.