AWS Machine Learning

DECEMBER 21, 2022

SageMaker Feature Store automatically builds an AWS Glue Data Catalog during feature group creation. Customers can also access offline store data using a Spark runtime and perform big data processing for ML feature analysis and feature engineering use cases. Table formats provide a way to abstract data files as a table.

Scripts 94

Scripts Engineering APIs Big data 94

AWS Machine Learning

AUGUST 2, 2023

It has applications in areas where data is multi-modal such as ecommerce, where data contains text in the form of metadata as well as images, or in healthcare, where data could contain MRIs or CT scans along with doctor’s notes and diagnoses, to name a few use cases. However, we can use CDE for a wider range of use cases.

Enterprise 92

Enterprise Healthcare APIs Big data 92

AWS Machine Learning

APRIL 19, 2023

This example notebook demonstrates the pattern of using Feature Store as a central repository from which data scientists can extract training datasets. In addition to creating a training dataset, we use the PutRecord API to put the 1-week feature aggregations into the online feature store nightly. Nov-01,22:01:00 1 74.99 …9843 99.50

Engineering 96

Engineering Analytics APIs Enterprise 96

AWS Machine Learning

SEPTEMBER 9, 2022

Prior to our adoption of Kubeflow on AWS, our data scientists used a standardized set of tools and a process that allowed flexibility in the technology and workflow used to train a given model. This means that user access can be controlled on the Kubeflow UI but not over the Kubernetes API via Kubectl.

Engineering 95

Engineering Healthcare APIs Scripts 95

AWS Machine Learning

NOVEMBER 13, 2024

This transparency is particularly important for registered models, which are often deployed in high-stakes or regulated industries, such as financial services and healthcare. Integrate a model version in the model registry with model cards In this section, we provide API implementation details for testing this in your own environment.

Government 120

Government Engineering Metrics APIs 120

AWS Machine Learning

AUGUST 3, 2023

Finally, we show how you can integrate this car pose detection solution into your existing web application using services like Amazon API Gateway and AWS Amplify. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application. Aamna Najmi is a Data Scientist with AWS Professional Services.

APIs 82

APIs Scripts Engineering Technical Support 82

AWS Machine Learning

DECEMBER 4, 2024

Tecton accommodates these latency requirements by integrating with both disk-based and in-memory data stores, supporting in-memory caching, and serving features for inference through a low-latency REST API, which integrates with SageMaker endpoints. Now we can complete our fraud detection use case.

Engineering 97

Engineering APIs Airlines Government 97

AWS Machine Learning

JANUARY 26, 2024

This is backed by our deep set of over 300 cloud security tools and the trust of our millions of customers, including the most security-sensitive organizations like government, healthcare, and financial services. Ram Vittal is a Principal ML Solutions Architect at AWS.

Best practices 140

Best practices Government Engineering Accountability 140

Stratifyd

JANUARY 3, 2019

Maintain and develop Stratifyd’s API layer and/or analytics pipeline. Professional experience working with systems designed to deliver and operate on streaming data in near-real-time, or personal projects related to the same. and Python/C API. Experience and/or knowledge of AI, Big Data, Tech. Stratifyd, Inc.

Engineering 40

Engineering APIs Analytics Healthcare 40

AWS Machine Learning

OCTOBER 23, 2024

Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. The integration with Amazon Bedrock is achieved through the Amazon Bedrock InvokeModel APIs.

Enterprise 90

Enterprise APIs Engineering Government 90

AWS Machine Learning

AUGUST 12, 2024

The Step Functions state machine is configured with an AWS Lambda function to retrieve data from the Splunk index using the Splunk Enterprise SDK for Python. The SPL query requested through this REST API call is scoped to only retrieve the data of interest. Create the dataset SageMaker Canvas supports Athena as a data source.

Engineering 128

Engineering APIs Healthcare Analytics 128

AWS Machine Learning

NOVEMBER 19, 2024

We showcase a variety of tools including database retrieval with Text2SQL, statistical models and visual charts with scientific libraries, biomedical literature search with public APIs and internal evidence, and medical image processing with Amazon SageMaker jobs. Architecture diagram showing Agents for Bedrock system flow.

APIs 82

APIs Healthcare Engineering Banking 82