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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. 

Insights that shape the future

Want to keep a pulse on what’s happening in the world of AWS? Read our blogs to learn more.  

Results that speak for themselves

Elevating your AWS experience isn’t just our goal, it’s our guarantee. Discover some of our previous projects.