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 102

APIs Enterprise Accountability Management 102

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

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 124

Real estate APIs Metrics Construction 124

AWS Machine Learning

JANUARY 10, 2024

ML Engineer at Tiger Analytics. The solution uses AWS Lambda , Amazon API Gateway , Amazon EventBridge , and SageMaker to automate the workflow with human approval intervention in the middle. The approver approves the model by following the link in the email to an API Gateway endpoint.

APIs 118

APIs Construction Engineering Analytics 118

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 121

Healthcare APIs Consulting Consulting 121

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 82

Analytics Healthcare Engineering Enterprise 82

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 122

APIs Engineering Accountability Scripts 122

AWS Machine Learning

NOVEMBER 13, 2024

Because SageMaker Model Cards and SageMaker Model Registry were built on separate APIs, it was challenging to associate the model information and gain a comprehensive view of the model development lifecycle. This model group contains all the model versions associated with that ML model. Additionally, this solution uses Amazon DataZone.

Government 100

Government Engineering Metrics APIs 100

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 118

APIs Engineering Marketing Enterprise 118

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 75

Analytics Engineering Metrics APIs 75

Pointillist

JULY 25, 2018

Companies are increasingly benefiting from customer journey analytics across marketing and customer experience, as the results are real, immediate and have a lasting effect. Learning how to choose the best customer journey analytics platform is just the start. Steps to Implement Customer Journey Analytics. By Swati Sahai.

Analytics 93

Analytics Government Metrics APIs 93

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 80

APIs Engineering Scripts Analytics 80

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 110

Government Accountability APIs Engineering 110

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 121

Analytics APIs Engineering Construction 121

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 113

Scripts APIs Enterprise Accountability 113

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 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 107

APIs Government Engineering Telecommunications 107

AWS Machine Learning

NOVEMBER 19, 2024

These sessions, featuring Amazon Q Business , Amazon Q Developer , Amazon Q in QuickSight , and Amazon Q Connect , span the AI/ML, DevOps and Developer Productivity, Analytics, and Business Applications topics. Builders’ sessions – These highly interactive 60-minute mini-workshops are conducted in small groups of fewer than 10 attendees.

APIs 83

APIs Enterprise Best practices Government 83

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 84

Engineering Analytics APIs Enterprise 84

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 84

APIs Scripts Management Accountability 84

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 112

Personalization APIs Enterprise Entertainment 112

AWS Machine Learning

OCTOBER 9, 2024

Using Amazon CloudWatch for anomaly detection Amazon CloudWatch supports creating anomaly detectors on specific Amazon CloudWatch Log Groups by applying statistical and ML algorithms to CloudWatch metrics. Anomalies data for each measure can be downloaded for a detector by using the Amazon Lookout for Metrics APIs for a particular detector.

Metrics 84

Metrics APIs Engineering Accountability 84

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 125

Accountability Government Engineering Scripts 125

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 124

APIs Accountability Analytics Entertainment 124

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 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 79

Scripts Engineering APIs Big data 79

AWS Machine Learning

OCTOBER 3, 2024

The building blocks are as follows: Networking – A virtual private cloud (VPC), subnets, security groups, and VPC endpoints are deployed across all accounts. The final decision, along with the generated data, is consolidated and transmitted back to the claims management system as a REST API response.

APIs 86

APIs Construction Engineering Accountability 86

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 100

Scripts APIs Engineering Enterprise 100

CSM Magazine

NOVEMBER 28, 2022

API Integration. To share and synchronize information, you can link third-party apps to your LMS using an API (Application Programming Interface). Most likely, you’ve used an API dozens of times. Companies use APIs to distribute content. It offers streamlined access to CRM, virtual meetings, analytics, and more.

APIs 52

APIs CRM Analytics Accountability 52

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

CSM Magazine

FEBRUARY 13, 2024

Analytics – Gain actionable insights from member data. Open APIs – Tight integration with existing systems across the mutual’s footprint. The Group, which includes ‘makepositive’, delivers solutions and services that seamlessly combine digital and human interactions to support exceptional customer experiences.

Healthcare 52

Healthcare Multichannel APIs Chatbots 52

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 131

Scripts APIs Engineering Construction 131

AWS Machine Learning

NOVEMBER 22, 2022

We also demonstrate how to understand the different sentiments associated with specific entities in the text (such as company, product, person, or brand) directly from the API. The Amazon Comprehend sentiment API identifies the overall sentiment for a text document. Use cases for real-time sentiment analysis. Step Functions Workflow.

APIs 73

APIs CRM Feedback B2C 73

AWS Machine Learning

JUNE 6, 2023

These new methods support common operations such as time travel, filtering duplicate records, and joining multiple feature groups while ensuring point-in-time accuracy. Unlike the leads feature group, there is only one record per lead in this feature group. Join multiple feature groups.

APIs 85

APIs Metrics Telecommunications Marketing 85

AWS Machine Learning

OCTOBER 11, 2024

Amazon Bedrock makes it straightforward to adopt any of these choices by providing a common set of APIs, industry-leading embedding models, security, governance, and observability. This is a Bedrock Knowledge Base specific API, it helps with use cases where only vector-based searching of documents is needed without model inferences.

APIs 98

APIs Enterprise Engineering Government 98

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 119

APIs Analytics Engineering Scripts 119

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 77

Personalization APIs Entertainment Marketing 77