AWS Machine Learning

MAY 8, 2023

In this post, we address these limitations by implementing the access control outside of the MLflow server and offloading authentication and authorization tasks to Amazon API Gateway , where we implement fine-grained access control mechanisms at the resource level using Identity and Access Management (IAM). Adds an IAM authorizer.

APIs 94

APIs Government Accountability Scripts 94

AWS Machine Learning

JUNE 19, 2023

For provisioning Studio in your AWS account and Region, you first need to create an Amazon SageMaker domain—a construct that encapsulates your ML environment. When the AD user is assigned to an AD group, an IAM Identity Center API ( CreateGroupMembership ) is invoked, and SSO group membership is created.

APIs 95

APIs Accountability Construction Enterprise 95

AWS Machine Learning

MARCH 23, 2023

Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture. To learn more about real-time endpoint architectural best practices, refer to Creating a machine learning-powered REST API with Amazon API Gateway mapping templates and Amazon SageMaker.

Scripts 117

Scripts APIs Government Analytics 117

AWS Machine Learning

JULY 29, 2022

The solution also uses SAML attribute mapping to populate the SAML assertion with specific access-relevant data, such as user ID and user team. Because the solution creates a SAML API, you can use any IdP supporting SAML assertions to create this architecture. The API Gateway calls an SAML backend API. Custom SAML 2.0

Management 97

Management APIs Accountability Construction 97

AWS Machine Learning

JULY 24, 2023

They use big data (such as a history of past search queries) to provide many powerful yet easy-to-use patent tools. A recent initiative is to simplify the difficulty of constructing search expressions by autofilling patent search queries using state-of-the-art text generation models. implement the model and the inference API.

APIs 90

APIs Engineering Construction Benchmark 90

AWS Machine Learning

AUGUST 8, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon within a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Engineering 125

Engineering Accountability Feedback Construction 125

AWS Machine Learning

FEBRUARY 13, 2024

Let’s demystify this using the following personas and a real-world analogy: Data and ML engineers (owners and producers) – They lay the groundwork by feeding data into the feature store Data scientists (consumers) – They extract and utilize this data to craft their models Data engineers serve as architects sketching the initial blueprint.

Accountability 128

Accountability Government Engineering Scripts 128

AWS Machine Learning

JULY 19, 2023

In this post, we demonstrate how to construct a real-time user interface to let business users process a PDF document of arbitrary length. When that job is done, you can invoke an API that summarizes the text or answers questions about it. In entered the Big Data space in 2013 and continues to explore that area.

Construction 75

Construction APIs Big data Engineering 75

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. Lambda supports container images.

Engineering 120

Engineering APIs Healthcare Analytics 120

Talkdesk

JANUARY 16, 2018

With technological advancements in speech recognition, artificial intelligence and big data, the spoken words in those calls can now be used to elicit actionable insights from spoken information. Using recorded call data to construct predictive models provides the means for automating call disposition.

Analytics 40

Analytics Call Center Customer centricity Construction 40

Talkdesk

JANUARY 16, 2018

With technological advancements in speech recognition, artificial intelligence and big data, the spoken words in those calls can now be used to elicit actionable insights from spoken information. Using recorded call data to construct predictive models provides the means for automating call disposition.

Analytics 40

Analytics Call Center Customer centricity Construction 40

SmartKarrot

FEBRUARY 3, 2022

Ambar is a Brazilian SaaS company that offers digital solutions to companies operating in the construction industry. Amber also offers AmbarConaz, an online marketplace connecting supply chain and construction sites. EBANX features hosted pages, and developer APIs, among other features. Founded in: 2012. Hi Platform.

SaaS 10

SaaS Real estate Construction Transportation 10

AWS Machine Learning

FEBRUARY 7, 2025

CONXAI Technology GmbH is pioneering the development of an advanced AI platform for the Architecture, Engineering, and Construction (AEC) industry. Our platform uses advanced AI to empower construction domain experts to create complex use cases efficiently. These camera feeds can be analyzed using AI to extract valuable insights.

Construction 65

Construction Analytics APIs Big data 65

AWS Machine Learning

NOVEMBER 6, 2024

With AWS and Python, data scientists now have the tools and resources to bridge the gap between their technical expertise and the need to showcase their models to business users through secure and accessible UIs. About the Author Lior Perez is a Principal Solutions Architect on the Construction team based in Toulouse, France.

Construction 119

Construction APIs Big data Best practices 119

AWS Machine Learning

MAY 9, 2025

We use Amazon Bedrock , a fully managed service that provides access to leading foundation models (FMs) through a unified API, to demonstrate how to build and deploy this marketing intelligence solution. Connect to social media platform APIs. Set up your data storage system. Configure real-time data streaming.

Marketing 63

Marketing Entertainment Construction Engineering 63