Machine Learning Operations
Taking advantage of the power of Machine Learning (ML) takes full bandwidth. That’s why our team steps in to help businesses leverage its insights.
1Strategy empowers your team to provide actionable business insights with ML models, validate the effectiveness of those models, and automate testing and redeployment into production.
1Strategy helps you:
Create a continuous integration pipeline with CodeBuild, CodePipeline, and CodeDeploy
Feature engineering decoupled from training using SageMaker notebooks and AWS Glue
Automate model evaluation and deployment with SageMaker built-in algorithms
Proper model versioning
Automate model deployment using SageMaker Endpoints
Model and data parallelism at scale
Inference and training instance right sized for SageMaker instances or containers
Curate and validate data using SageMaker Ground Truth
Select and implement AWS services appropriate to your team’s capabilities
Deploy specific ML solutions in AWS managed services: Forecast, Personalize, Comprehend, and Rekognition
Need training on MLOps in AWS? We offer Machine Learning Immersion days.
