AWS Machine Learning

JANUARY 5, 2024

MLOps – Model monitoring and ongoing governance wasn’t tightly integrated and automated with the ML models. Reusability – Without reusable MLOps frameworks, each model must be developed and governed separately, which adds to the overall effort and delays model operationalization.

Management 103

Management APIs Engineering Government 103

AWS Machine Learning

FEBRUARY 13, 2023

Our solution describes an AWS DeepRacer environment configuration using the AWS CDK to accelerate the journey of users experimenting with SageMaker log analysis and reinforcement learning on AWS for an AWS DeepRacer event. Make sure you have the credentials and permissions to deploy the AWS CDK stack into your account.

Scripts 71

Scripts Best practices Transportation Construction 71

AWS Machine Learning

JUNE 14, 2023

Every organization has its own set of standards and practices that provide security and governance for their AWS environment. You can also add your own Python scripts and transformations to customize workflows. Prerequisites This walkthrough includes the following prerequisites: An AWS account. Python code file.

Best practices 74

Best practices Scripts Education Engineering 74