APIs Examples industry solution 
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
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.
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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.
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.
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.
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.
AWS Machine Learning
SEPTEMBER 18, 2024
The following is an example of a synthetically generated offering for the construction industry: OneCompany Consulting Construction Consulting Services Offerings Introduction OneCompany Consulting is a premier construction consulting firm dedicated to. Our examples were manually created only for high-level guidance for simplicity.
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