AWS Machine Learning

NOVEMBER 17, 2023

The action is an API that the model can invoke from an allowed set of APIs. Action groups are tasks that the agent can perform autonomously. Action groups are mapped to an AWS Lambda function and related API schema to perform API calls. A set of actions comprise an action group.

APIs 124

APIs Customer Service Construction Analytics 124

AWS Machine Learning

MAY 30, 2024

AWS Prototyping successfully delivered a scalable prototype, which solved CBRE’s business problem with a high accuracy rate (over 95%) and supported reuse of embeddings for similar NLQs, and an API gateway for integration into CBRE’s dashboards. The following diagram illustrates the web interface and API management layer.

Real estate 135

Real estate APIs Metrics Construction 135

AWS Machine Learning

AUGUST 22, 2024

Although it’s recommended to have an IAM Identity Center instance configured (with users federated and groups added) before you start, you can also choose to create and configure an IAM Identity Center instance for your Amazon Q Business application using the Amazon Q console. Similarly for pages and blogs, you use the restrictions page.

APIs 120

APIs Enterprise Accountability Management 120

AWS Machine Learning

NOVEMBER 15, 2022

From developing public health analytics hubs, to improving health equity and patient outcomes, to developing a COVID-19 vaccine in just 65 days, our customers are utilizing machine learning (ML) and the cloud to address some of healthcare’s biggest challenges and drive change toward more predictive and personalized care.

Analytics 95

Analytics Healthcare Engineering Enterprise 95

AWS Machine Learning

AUGUST 13, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Lastly, the Lambda function stores the question list in Amazon S3.

Healthcare 135

Healthcare APIs Consulting Consulting 135

AWS Machine Learning

NOVEMBER 14, 2024

AWS Lake Formation – AWS Lake Formation helps manage data lakes and integrate them with other AWS analytics services. Amazon SageMaker Feature Store – Amazon SageMaker Feature Store allows you to tag your feature groups and search for feature groups using tags. You should take action when resources lack necessary tags.

Government 116

Government Best practices Accountability APIs 116

AWS Machine Learning

JUNE 26, 2024

These managed agents act as intelligent orchestrators, coordinating interactions between foundation models, API integrations, user questions and instructions, and knowledge sources loaded with your proprietary data. An agent uses action groups to carry out actions, such as making an API call to another tool.

APIs 134

APIs Engineering Marketing Enterprise 134

AWS Machine Learning

SEPTEMBER 9, 2022

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. Business intelligence (BI) and analytics.

Analytics 91

Analytics Engineering Metrics APIs 91

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 133

Analytics APIs Engineering Construction 133

AWS Machine Learning

JUNE 19, 2024

The Slack application sends the event to Amazon API Gateway , which is used in the event subscription. API Gateway forwards the event to an AWS Lambda function. Create a new group and add the app BedrockSlackIntegration. He helps customers implement big data, machine learning, analytics solutions, and generative AI solutions.

APIs 105

APIs Engineering Accountability Scripts 105

AWS Machine Learning

NOVEMBER 1, 2023

Especially if they’re part of a government group, redacting PII through the Freedom of Information Act and Digital Services Act is crucial for protecting individual privacy, ensuring compliance with data protection laws, preventing identity theft, and maintaining trust and transparency in government and digital services.

APIs 125

APIs Government Engineering Telecommunications 125

AWS Machine Learning

FEBRUARY 13, 2024

SageMaker Feature Store now makes it effortless to share, discover, and access feature groups across AWS accounts. With this launch, account owners can grant access to select feature groups by other accounts using AWS Resource Access Manager (AWS RAM). For a deep dive, refer to Cross account feature group discoverability and access.

Accountability 134

Accountability Government Engineering Scripts 134

AWS Machine Learning

JULY 17, 2024

In this post, we’re using the APIs for AWS Support , AWS Trusted Advisor , and AWS Health to programmatically access the support datasets and use the Amazon Q Business native Amazon Simple Storage Service (Amazon S3) connector to index support data and provide a prebuilt chatbot web experience. AWS IAM Identity Center as the SAML 2.0-compliant

Scripts 129

Scripts APIs Enterprise Accountability 129

AWS Machine Learning

APRIL 18, 2024

When the user is authenticated, the web application establishes a secure GraphQL connection to the AWS AppSync API, and subscribes to receive real-time events such as new calls and call status changes for the meetings list page, and new or updated transcription segments and computed analytics for the meeting details page.

APIs 138

APIs Accountability Analytics Entertainment 138

AWS Machine Learning

MARCH 15, 2023

The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK. Step Functions is a serverless workflow service that can control SageMaker APIs directly through the use of the Amazon States Language. We do so using AWS SDK for Python (Boto3) CreateProcessingJob API calls.

Scripts 143

Scripts APIs Engineering Construction 143

CallSource Insights

OCTOBER 3, 2018

If you’re a smart marketer, you’re already using Google Analytics to aid in your marketing decisions. But sometimes Google Analytics reports can get overwhelming. What makes a report in Google Analytics Important? Google Analytics reports are overkill for any business that does not have their important questions written down.

Analytics 70

Analytics Benchmark APIs Metrics 70

AWS Machine Learning

DECEMBER 29, 2022

You can quickly launch the familiar RStudio IDE and dial up and down the underlying compute resources without interrupting your work, making it easy to build machine learning (ML) and analytics solutions in R at scale. Users can also interact with data with ODBC, JDBC, or the Amazon Redshift Data API. Solution overview.

APIs 134

APIs Analytics Engineering Scripts 134

AWS Machine Learning

AUGUST 17, 2023

AWS Glue is a serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, ML, and application development. With this Spark connector, you can easily ingest data to the feature group’s online and offline store from a Spark DataFrame. You decide which feature groups to use for your models.

APIs 94

APIs Engineering Scripts Analytics 94

AWS Machine Learning

APRIL 19, 2023

Feature Store lets you define groups of features, use batch ingestion and streaming ingestion, retrieve the latest feature values with single-digit millisecond latency for highly accurate online predictions, and extract point-in-time correct datasets for training. You decide which feature groups you need for your models.

Engineering 96

Engineering Analytics APIs Enterprise 96

AWS Machine Learning

AUGUST 4, 2023

When a version of the model in the Amazon SageMaker Model Registry is approved, the endpoint is exposed as an API with Amazon API Gateway using a custom Salesforce JSON Web Token (JWT) authorizer. frameworks to restrict client access to your APIs. For API Name , leave as default (it’s automatically populated).

APIs 96

APIs Scripts Management Accountability 96

AWS Machine Learning

OCTOBER 17, 2024

You should have an AWS CloudTrail log file that logs the SageMaker API CreateUserProfile. If the access to AWS services in the selected VPC is restricted using AWS PrivateLink , make sure the Lambda security group can connect to the interface VPC endpoints for SageMaker (API), Amazon EFS, and Amazon Elastic Compute Cloud (Amazon EC2).

Government 124

Government Accountability APIs Engineering 124

AWS Machine Learning

FEBRUARY 6, 2024

Using the job ID and message ID returned by the previous request, the client connects to the WebSocket API and sends the job ID and message ID to the WebSocket connection. A Lambda function invokes the Amazon Textract API DetectDocument to parse tabular data from source documents and stores extracted data into DynamoDB.

Government 135

Government APIs industry solution Education 135

AWS Machine Learning

OCTOBER 2, 2024

The steps of the process are as follows: When a user accesses the Amazon Q Business web experience or a custom client that integrates with the Amazon Q Business API, they must be authenticated. If the Amazon Q Business application is configured with IAM Identity Center, the AssumeRole API is called passing the IAM Identity Center token.

Personalization 129

Personalization APIs Enterprise Entertainment 129

CSM Magazine

APRIL 7, 2022

Sabio Group, the digital customer experience (CX) transformation specialist, is launching a new AI-powered platform aimed at simplifying the management of customer interactions across multiple channels. “That’s where Sabio Console flourishes and has been designed with flexibility and scale in mind. ” About Sabio.

Customer Experience 52

Customer Experience Transportation Virtual Agent APIs 52

AWS Machine Learning

DECEMBER 21, 2022

Depending on the design of your feature groups and their scale, you can experience training query performance improvements of 10x to 100x by using this new capability. SageMaker Feature Store automatically builds an AWS Glue Data Catalog during feature group creation. Creating feature groups using Iceberg table format.

Scripts 94

Scripts Engineering APIs Big data 94

AWS Machine Learning

OCTOBER 4, 2022

As indicated in the diagram, the S3 raw bucket contains non-redacted data, and the S3 redacted bucket contains redacted data after using the Amazon Comprehend DetectPiiEntities API within a Lambda function. Total cost for identifying log records with PII using ContainsPiiEntities API = $0.1 Costs involved. 50,000 units x $0.000002].

APIs 109

APIs Banking Analytics Accountability 109

Natalie Petouhof

JULY 14, 2015

Tweet Managing your API’s has become a very complicated endeavor. If your role to is manage API’s it’s important to figure out how to automate that process. Today 3scale and Pivotal ® announced that the 3scale self-serve API management solution is available through the Pivotal Web Services (PWS) platform.

APIs 45

APIs Management Analytics Accountability 45

AWS Machine Learning

JULY 29, 2022

One of the most common real-world challenges in setting up user access for Studio is how to manage multiple users, groups, and data science teams for data access and resource isolation. User assignments to AD groups define what permissions a particular user has and which Studio team they have access to. Custom SAML 2.0

Management 99

Management APIs Accountability Construction 99

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. Use QuickSight refresh dataset APIs to automate the spice data refresh. Implement group-based security for dashboard and analysis access control.

Management 137

Management APIs Engineering Government 137

AWS Machine Learning

JUNE 12, 2024

This solution uses an Amazon Cognito user pool as an OAuth-compatible identity provider (IdP), which is required in order to exchange a token with AWS IAM Identity Center and later on interact with the Amazon Q Business APIs. Amazon Q uses the chat_sync API to carry out the conversation. Review all the steps and create the application.

APIs 138

APIs Enterprise Accountability Feedback 138

AWS Machine Learning

JULY 25, 2024

A document’s ACL contains information such as the user’s email address and the local groups or federated groups (if Microsoft SharePoint is integrated with an identity provider (IdP) such as Azure Active Directory/Entra ID) that have access to the document.

Scripts 118

Scripts APIs Engineering Enterprise 118

AWS Machine Learning

AUGUST 15, 2022

You can get started without any prior machine learning (ML) experience, using APIs to easily build sophisticated personalization capabilities in a few clicks. You can use promotions in domain dataset groups and custom dataset groups ( User-Personalization and Similar-Items recipes). Create a dataset group.

Personalization 92

Personalization APIs Entertainment Marketing 92

ProProfs Blog

JUNE 26, 2020

Application Program Interface (API). Application Programming Interface (API) is a combination of various protocols, tools, and codes. The function of the API enables apps to communicate with each other. They are used to divide a ticket into a group of tickets, each of which can then be worked on by a different agent/team.

Customer Service 179

Customer Service APIs Customer Support Feedback 179

8x8

FEBRUARY 6, 2019

We have exciting new launches today including 8x8 Speech Analytics – automatically providing sentiment analysis on 100% of your customer calls; enhanced Integration framework – making it easy to embed communications into your business processes. Speech Analytics for Contact Centers. Analytics Features. Description.

Analytics 48

Analytics CRM APIs Contact Center 48

AWS Machine Learning

NOVEMBER 8, 2023

We have developed a MONAI Deploy connector to AHI to integrate medical imaging AI applications with subsecond image retrieval latencies at scale powered by cloud-native APIs. AHI provides API access to ImageSet metadata and ImageFrames. Metadata contains all DICOM attributes in a JSON document.

Healthcare 129

Healthcare APIs Enterprise Engineering 129

AWS Machine Learning

MARCH 23, 2023

Homomorphic encryption is a new approach to encryption that allows computations and analytical functions to be run on encrypted data, without first having to decrypt it, in order to preserve privacy in cases where you have a policy that states data should never be decrypted. The following figure shows both versions of these patterns.

Scripts 127

Scripts APIs Government Analytics 127

AWS Machine Learning

SEPTEMBER 6, 2023

You first must enable IAM Identity Center and create an organization to sync users and groups from your active directory. The connector will use the user name and group lookup for the user context of the search queries. In the Configure VPC and security group section, you can optionally choose to use a VPC. Choose Next.

Management 131

Management Enterprise Analytics Finance 131