AWS Machine Learning

MAY 30, 2024

The frontend UI interacts with the extract microservice through a RESTful interface provided by Amazon API Gateway. It offers details of the extracted video information and includes a lightweight analytics UI for dynamic LLM analysis. Detect generic objects and labels using the Amazon Rekognition label detection API.

Advertising 133

Advertising APIs Education Analytics 133

AWS Machine Learning

JANUARY 13, 2023

In the second post , we present the use cases and dataset to show its effectiveness in analyzing real-world healthcare datasets, such as the eICU data , which comprises a multi-center critical care database collected from over 200 hospitals. Therefore, it brings analytics to data, rather than moving data to analytics.

Analytics 86

Analytics Healthcare Engineering Government 86

AWS Machine Learning

MARCH 8, 2023

In this post, you will learn how Marubeni is optimizing market decisions by using the broad set of AWS analytics and ML services, to build a robust and cost-effective Power Bid Optimization solution. The data collection functions call their respective source API and retrieve data for the past hour.

Marketing 84

Marketing Analytics APIs Engineering 84

AWS Machine Learning

MAY 15, 2024

With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes for nearly two decades. Next, we present the solution architecture and process flows for machine learning (ML) model building, deployment, and inferencing. We end with lessons learned.

Advertising 123

Advertising APIs Engineering Benchmark 123

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 123

Analytics APIs Engineering Construction 123

Interactions

OCTOBER 29, 2024

Gen AI offers enormous potential for efficiency, knowledge sharing, and analytical insight in the contact center. Many companies are approaching Gen AI cautiously, embarking on use cases that are employee-facing or employee-vetted, rather than presenting generated content directly to customers. Is it an API model?

Contact Center 62

Contact Center APIs Analytics SaaS 62

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. Hear from Availity on how 1.5

APIs 84

APIs Enterprise Best practices Government 84

AWS Machine Learning

MAY 15, 2024

The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The container image sends the REST API request to Amazon API Gateway (using the GET method). API Gateway communicates with the TakeExamFn Lambda function as a proxy. The JSON file is returned to API Gateway.

Education 127

Education APIs Engineering Banking 127

Hodusoft

NOVEMBER 27, 2020

They can optimize and monitor the performance of their team with real-time customizable API based wallboards and dashboards. The system provides managers with call analytics, dashboards, and alerts. With real-time analytics and reports, management can pinpoint which agents need more training and who are performing well.

Contact Center 52

Contact Center Analytics Contact center software APIs 52

AWS Machine Learning

NOVEMBER 1, 2023

But finding PII among the morass of electronic data can present challenges for an organization. This two pass solution was made possible by using the ContainsPiiEntities and DetectPiiEntities APIs. The Logikcull applications servers are able to identify the individual instances of PII by making the DetectPiiEntities API call.

APIs 109

APIs Government Engineering Telecommunications 109

AWS Machine Learning

AUGUST 22, 2024

The group and user IDs are mapped as follows: _group_ids – Group names are present on spaces, pages, and blogs where there are restrictions. _user_id – Usernames are present on the space, page, or blog where there are restrictions. On the API tokens page, choose Create API token. Group names are always lowercase.

APIs 103

APIs Enterprise Accountability Management 103

AWS Machine Learning

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses.

Engineering 132

Engineering Customer Support APIs Government 132

AWS Machine Learning

SEPTEMBER 13, 2024

The application generates SQL queries based on the user’s input, runs them against an Athena database containing CUR data, and presents the results in a user-friendly format. An AWS compute environment created to host the code and call the Amazon Bedrock APIs. Set up your compute environment to call Amazon Bedrock APIs.

APIs 86

APIs Chatbots Best practices Management 86

AWS Machine Learning

AUGUST 21, 2024

Batch inference presents itself as a compelling approach to tackle this challenge. This fully managed feature allows organizations to submit batch jobs through a CreateModelInvocationJob API or on the Amazon Bedrock console, simplifying large-scale data processing tasks.

Call Center 104

Call Center APIs Engineering Accountability 104

AWS Machine Learning

FEBRUARY 9, 2023

In this post, we discuss the benefits of the AnalyzeDocument Signatures feature and how the AnalyzeDocument Signatures API helps detect signatures in documents. How AnalyzeDocument Signatures detects signatures in documents The AnalyzeDocument API has four feature types: Forms, Tables, Queries, and Signatures.

APIs 94

APIs Best practices Banking Enterprise 94

CSM Magazine

APRIL 26, 2024

One efficient method involves automating data collection through the use of APIs (Application Programming Interfaces) or connections with systems, like Human Resource Information Systems (HRIS) or Customer Relationship Management (CRM) software. Automate report creation Automation presents a method to reduce the time spent on LMS reporting.

Analytics 52

Analytics APIs Metrics Education 52

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 119

APIs Engineering Marketing Enterprise 119

AWS Machine Learning

DECEMBER 6, 2023

In this post, we discuss a Q&A bot use case that Q4 has implemented, the challenges that numerical and structured datasets presented, and how Q4 concluded that using SQL may be a viable solution. The idea was to use the LLM to first generate a SQL statement from the user question, presented to the LLM in natural language.

Chatbots 119

Chatbots APIs Engineering CRM 119

AWS Machine Learning

JUNE 7, 2023

Amazon Textract has a Tables feature within the AnalyzeDocument API that offers the ability to automatically extract tabular structures from any document. In such cases, custom postprocessing logic to identify such information or extract it separately from the API’s JSON output was necessary.

APIs 77

APIs Real estate Government Marketing 77

AWS Machine Learning

NOVEMBER 3, 2022

Intelligent document processing with AWS AI and Analytics services in the insurance industry. In Part 2 , we expand the document extraction stage and continue to document enrichment, review and verification, and extend the solution to provide analytics and visualizations for a claims fraud use case. Solution overview.

APIs 94

APIs Construction Analytics Technology 94

AWS Machine Learning

AUGUST 2, 2024

Earnings calls are live conferences where executives present an overview of results, discuss achievements and challenges, and provide guidance for upcoming periods. Maintain a measured, objective, and analytical tone throughout the content, avoiding overly conversational or casual language.

Engineering 124

Engineering Scripts Metrics APIs 124

AWS Machine Learning

AUGUST 26, 2022

In the final phase of the process, the extracted and validated data is sent to downstream systems for further storage, processing, or data analytics. The following is a high-level overview of the steps involved: Extract UTF-8 encoded plain text from image or PDF files using the Amazon Textract DetectDocumentText API.

APIs 103

APIs Banking Accountability Analytics 103

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 114

Scripts APIs Enterprise Accountability 114

AWS Machine Learning

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, like Meta, through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI. Configure Llama 3.2 b64encode(image_bytes).decode('utf-8')

Real estate 92

Real estate Finance APIs Construction 92

AWS Machine Learning

JUNE 15, 2023

In this post, we present a solution that D2L.ai We demonstrate how to use the AWS Management Console and Amazon Translate public API to deliver automatic machine batch translation, and analyze the translations between two language pairs: English and Chinese, and English and Spanish.

APIs 88

APIs Benchmark Best practices Engineering 88

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 133

Scripts APIs Engineering Construction 133

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 120

APIs Analytics Engineering Scripts 120

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. In the processing job API, provide this path to the parameter of submit_jars to the node of the Spark cluster that the processing job creates.

APIs 82

APIs Engineering Scripts Analytics 82

AWS Machine Learning

JULY 18, 2024

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

APIs 113

APIs Technology Analytics Benchmark 113

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. Evaluate payload – If there is incremental data or payload present for the current run, it invokes the monitoring branch.

Management 129

Management APIs Engineering Government 129

AWS Machine Learning

NOVEMBER 1, 2024

As part of this post, we first introduce general best practices for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock, and then present specific examples with the TAT- QA dataset (Tabular And Textual dataset for Question Answering).

Best practices 92

Best practices APIs Finance Engineering 92

NICE inContact

SEPTEMBER 4, 2019

The company continues to develop innovative applications, from integrating with its proprietary reporting platform, Omegalytics, to harnessing the power of CXone APIs to broadcast SLA performance through Amazon Alexa and other devices. How Omega continues to utilize CXone APIs for innovative integrations and applications.

APIs 77

APIs Analytics Contact Center Technology 77

AWS Machine Learning

NOVEMBER 6, 2024

The ideal keywords should capture the main topics, concepts, entities, and high-value terms present in the content. LLMs can support the creation of new content based on audio assets or conversations following predetermined templates or flows. Use JSON format with key "keywords" and value as an array of keywords. textblog} 1.

Analytics 106

Analytics Call Center Best practices outsourcing 106

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. Solution overview.

APIs 75

APIs CRM Feedback B2C 75

AWS Machine Learning

JANUARY 6, 2023

OpenSearch Service is a fully managed service that makes it easy for you to perform interactive log analytics, real-time application monitoring, website search, and more. OpenSearch is an open source, distributed search and analytics suite derived from Elasticsearch. Solution overview. The S3 path to the movie node file.

Entertainment 95

Entertainment APIs Scripts Analytics 95

OrecX

JUNE 10, 2021

and to feed one's third party apps (speech analytics, voice biometrics and so on) to derive advanced customer intelligence. There is truly no time like the present to assess your current voice capture environment and determine whether OrecX is right for your business. Voice data is most useful when it can be analyzed immediately.

APIs 87

APIs Contact Center Enterprise Analytics 87

AWS Machine Learning

SEPTEMBER 3, 2024

By using the Livy REST APIs , SageMaker Studio users can also extend their interactive analytics workflows beyond just notebook-based scenarios, enabling a more comprehensive and streamlined data science experience within the Amazon SageMaker ecosystem.

Big data 111

Big data Engineering Accountability Real estate 111