AWS CERTIFIED MACHINE LEARNING - SPECIALTY (MLS-C01)

The AWS Certified Machine Learning - Specialty course is designed for professionals who design, build, train, deploy, and maintain machine learning (ML) solutions on Amazon Web Services (AWS). This course focuses on the end-to-end machine learning lifecycle, including data preparation, model development, training, tuning, deployment, monitoring, and optimization using AWS ML services.

Participants will gain hands-on knowledge of selecting appropriate ML algorithms, designing scalable ML architectures, and implementing production-ready ML solutions. The course prepares learners for the AWS Certified Machine Learning - Specialty (MLS-C01) certification exam.

Course Objectives

By the end of this course, participants will be able to:

• Design end-to-end machine learning solutions on AWS

• Prepare, clean, and engineer data for ML workloads

• Select appropriate ML algorithms and frameworks

• Train, tune, and evaluate ML models at scale

• Deploy and monitor ML models in production

• Implement security, governance, and cost optimization for ML systems

• Prepare effectively for the AWS Machine Learning – Specialty exam