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 74

Scripts Best practices Transportation Construction 74

AWS Machine Learning

JANUARY 5, 2024

Continuous integration and continuous delivery (CI/CD) pipeline – Using the customer’s GitHub repository enabled code versioning and automated scripts to launch pipeline deployment whenever new versions of the code are committed. About the Authors Stephen Randolph is a Senior Partner Solutions Architect at Amazon Web Services (AWS).

Management 112

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AWS Machine Learning

NOVEMBER 1, 2022

According to a Forbes survey , there is widespread consensus among ML practitioners that data preparation accounts for approximately 80% of the time spent in developing a viable ML model. This walkthrough includes the following prerequisites: An AWS account. Otherwise, your account may hit the service quota limits of running an m5.4x

Engineering 92

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AWS Machine Learning

JUNE 14, 2023

You can also add your own Python scripts and transformations to customize workflows. Prerequisites This walkthrough includes the following prerequisites: An AWS account. You can access the testing script from the local path of the code repository that we cloned earlier. Choose the file browser icon view the path.

Best practices 78

Best practices Scripts Engineering Education 78