AWS Machine Learning

SEPTEMBER 6, 2023

These SageMaker endpoints are consumed in the Amplify React application through Amazon API Gateway and AWS Lambda functions. To protect the application and APIs from inadvertent access, Amazon Cognito is integrated into Amplify React, API Gateway, and Lambda functions. For this example, we use train.cc_casebooks.jsonl.xz

Enterprise 103

Enterprise APIs Real estate Construction 103

AWS Machine Learning

DECEMBER 1, 2022

This post also provides an example end-to-end notebook and GitHub repository that demonstrates SageMaker geospatial capabilities, including ML-based farm field segmentation and pre-trained geospatial models for agriculture. These differences in satellite images and frequencies also lead to differences in API capabilities and features.

APIs 78

APIs Analytics Engineering Technology 78

AWS Machine Learning

JANUARY 5, 2024

Wipro has used the input filter and join functionality of SageMaker batch transformation API. The response is returned to Lambda and sent back to the application through API Gateway. The drift notification emails will look similar to the examples in Figure 8. It helped enrich the scoring data for better decision making.

Management 118

Management APIs Engineering Government 118

AWS Machine Learning

AUGUST 21, 2024

We also explore best practices for optimizing your batch inference workflows on Amazon Bedrock, helping you maximize the value of your data across different use cases and industries. Solution overview The batch inference feature in Amazon Bedrock provides a scalable solution for processing large volumes of data across various domains.

Call Center 90

Call Center APIs Engineering Accountability 90

AWS Machine Learning

NOVEMBER 1, 2022

To demonstrate the orchestrated workflow, we use an example dataset regarding diabetic patient readmission. You can try out the approach with this example and experiment with additional data transformations following similar steps with your own datasets. For more information, refer to Amazon SageMaker Identity-Based Policy Examples.

Engineering 94

Engineering APIs Accountability industry solution 94

AWS Machine Learning

SEPTEMBER 23, 2022

Bosch is a multinational corporation with entities operating in multiple sectors, including automotive, industrial solutions, and consumer goods. The neural forecasters can be bundled as a single ensemble model, or incorporated individually into Bosch’s model universe, and accessed easily via REST API endpoints.

APIs 87

APIs Metrics Automotive Engineering 87

AWS Machine Learning

JUNE 14, 2023

The majority of enterprise customers already have a well-established MLOps practice with a standardized environment in place—for example, a standardized repository, infrastructure, and security guardrails—and want to extend their MLOps process to no-code and low-code AutoML tools as well. For this post, you use a CloudFormation template.

Best practices 83

Best practices Scripts Education Engineering 83