Opleiding: AWS On Demand: Certified Machine Learning Engineer - Associate - E-learning

Learn how to build, deploy, operationalize, and monitor machine learning solutions on AWS using Amazon SageMaker and related AWS AI services. This training prepares learners to implement production...

The On Demand courses include: Hands-on labs in AWS sandbox environmentsAWS Cloud Quest (gamified learning)AWS Jam challengesCertification practice examsGuided exam prep coursesInteractive simulations and scenarios

This course is designed for: ML engineersMLOps engineersData engineersBackend developersDevOps engineersData scientistsCloud engineers working with AI/ML workloadsThe certification targets professionals with approximately 1 year of AWS ML experience

Course material
Included in the package: Self-paced digital training modulesHands-on AWS Builder LabsPractice questionsExam preparation planKnowledge checks/quizzesAWS Cloud Quest exercises (subscription dependent)AWS Jam challenges (subscription dependent)Digital badge upon certification

Data ingestion and preparation for MLFeature engineering and data transformationAmazon SageMaker fundamentalsModel selection and trainingHyperparameter tuningModel evaluation and optimizationML deployment strategiesCI/CD for ML pipelinesMLOps conceptsMonitoring and troubleshooting ML systemsSecurity and governance for ML workloadsAuto scaling and orchestrationML infrastructure on AWS

De verwachte duur van de cursus is 3 maanden

Recommended prior knowledge: Basic machine learning conceptsPython programmingCloud computing fundamentalsBasic DevOps and CI/CD understandingFamiliarity with AWS core servicesApproximately 1 year using Amazon SageMaker and AWS ML services