AWS Machine Learning

NOVEMBER 16, 2023

Since 2014, the company has been offering customers its Philips HealthSuite Platform, which orchestrates dozens of AWS services that healthcare and life sciences companies use to improve patient care. Regulations in the healthcare industry call for especially rigorous data governance.

Healthcare 116

Healthcare Government Engineering APIs 116

CSM Magazine

FEBRUARY 19, 2025

Challenge 2: Integration with Wearables and Third-Party APIs Many people use smartwatches and heart rate monitors to measure sleep, stress, and physical activity, which may affect mental health. Third-party APIs may link apps to healthcare and meditation services. FDA in the U.S.). SSL/TLS in transit, AES-256 at rest).

APIs 52

APIs Healthcare Gamification Consulting 52

AWS Machine Learning

NOVEMBER 15, 2022

At AWS, we have been investing in healthcare since Day 1 with customers including Moderna, Rush University Medical Center, and the NHS who have built breakthrough innovations in the cloud. Today, we’re excited to announce the launch of two new capabilities in HealthLake that deliver innovations for medical imaging and analytics.

Analytics 94

Analytics Healthcare Engineering Enterprise 94

AWS Machine Learning

NOVEMBER 3, 2022

We also look into how to further use the extracted structured information from claims data to get insights using AWS Analytics and visualization services. We highlight on how extracted structured data from IDP can help against fraudulent claims using AWS Analytics services. Amazon Redshift is another service in the Analytics stack.

Analytics 94

Analytics APIs Healthcare Big data 94

AWS Machine Learning

JANUARY 13, 2023

Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of sufficient data at any single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository. Background.

Analytics 95

Analytics Healthcare Engineering Government 95

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 125

APIs Construction Engineering Analytics 125

Wowdesk Blog

FEBRUARY 4, 2025

Analytics & Reporting : Provides insights into customer interactions. Today, omnichannel support, machine learning, and predictive analytics are transforming customer service. Choosing a solution with robust API support improves efficiency and enhances customer interactions.

Customer Support 52

Customer Support Chatbots Multi-channel support CRM 52

AWS Machine Learning

OCTOBER 31, 2023

With MLSL’s expertise in ML consulting and execution, Schneider Electric was able to develop an AI architecture that would reduce the manual effort in their linking workflows, and deliver faster data access to their downstream analytics teams. For education, we used “X” while for healthcare we used “Y”.

Healthcare 127

Healthcare APIs Engineering Accountability 127

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 135

APIs Healthcare Scripts Enterprise 135

AWS Machine Learning

FEBRUARY 10, 2025

Background Appian , an AWS Partner with competencies in financial services, healthcare, and life sciences, is a leading provider of low-code automation software to streamline and optimize complex business processes for enterprises.

Enterprise 69

Enterprise APIs Government Healthcare 69

AWS Machine Learning

JUNE 26, 2024

The function invokes the Amazon Textract API and performs a fuzzy match using the document schema mappings stored in Amazon DynamoDB. An event on message receipt invokes a Lambda function that in turn invokes the Amazon Textract StartDocumentAnalysis API for information extraction.

Marketing 113

Marketing APIs Banking Entertainment 113

AWS Machine Learning

DECEMBER 13, 2024

This post was written with Darrel Cherry, Dan Siddall, and Rany ElHousieny of Clearwater Analytics. About Clearwater Analytics Clearwater Analytics (NYSE: CWAN) stands at the forefront of investment management technology. Crystal shares CWICs core functionalities but benefits from broader data sources and API access.

Analytics 81

Analytics Management Accountability Engineering 81

AWS Machine Learning

MAY 31, 2024

AWS HealthOmics and sequence stores AWS HealthOmics is a purpose-built service that helps healthcare and life science organizations and their software partners store, query, and analyze genomic, transcriptomic, and other omics data and then generate insights from that data to improve health and drive deeper biological understanding.

Biotechnology 109

Biotechnology Scripts Healthcare APIs 109

AWS Machine Learning

NOVEMBER 24, 2023

The power of Amazon Bedrock: AI-generated product descriptions Amazon Bedrock is a fully managed service that simplifies generative AI development, offering high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API.

APIs 116

APIs Technology Healthcare Sales 116

JustCall

JANUARY 5, 2023

Speech analytics software analyses live or recorded calls and interpret emotional indicators. Speech analytics software uses artificial intelligence to analyze spoken language similar to voice recognition software. What is Speech analytics? Significance of Speech Analytics. Some Best Speech Analytics Software.

Analytics 52

Analytics Coaching Call Center APIs 52

JustCall

DECEMBER 13, 2022

Healthcare is one industry that has transformed the most in the past few years. Although the industry was a reluctant adapter for change, circumstances during and post the COVID-19 pandemic have made it imperative for healthcare to embrace the modern world. The answer: by adopting an advanced and efficient phone system.

voip 52

voip Healthcare Transportation CRM 52

Balto

JANUARY 14, 2025

In todays customer-first world, monitoring and improving call center performance through analytics is no longer a luxuryits a necessity. Utilizing call center analytics software is crucial for improving operational efficiency and enhancing customer experience. What Are Call Center Analytics?

Call Center 52

Call Center Analytics Average Handle Time Big data 52

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 107

APIs Banking Accountability industry standards 107

AWS Machine Learning

JULY 10, 2024

Run the fine-tuning job using the Amazon Bedrock API Make sure to request access to the preview of Anthropic Claude 3 Haiku fine-tuning in Amazon Bedrock, as discussed in the prerequisites. Prerequisites To use this feature, make sure you have satisfied the following requirements: An active AWS account.

APIs 130

APIs Airlines Metrics Engineering 130

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 129

APIs Engineering Marketing Enterprise 129

AWS Machine Learning

SEPTEMBER 19, 2023

The key components of the technical architecture are as follows: Data storage and analytics – The quarterly financial earning recordings as audio files, financial annual reports as PDF files, and S&P stock data as CSV files are hosted on Amazon Simple Storage Service (Amazon S3). Data exploration on stock data is done using Athena.

Marketing 128

Marketing APIs Engineering Analytics 128

AWS Machine Learning

AUGUST 15, 2022

Organizations across industries such as healthcare, finance and lending, legal, retail, and manufacturing often have to deal with a lot of documents in their day-to-day business processes. To extract the raw text information for all the documents in Amazon S3, we use the Amazon Textract detect_document_text() API. Extraction phase.

APIs 90

APIs Banking Finance Analytics 90

AWS Machine Learning

MARCH 23, 2023

Leidos is a FORTUNE 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture.

Scripts 116

Scripts APIs Government Analytics 116

AWS Machine Learning

JUNE 13, 2023

The combination of large language models (LLMs), including the ease of integration that Amazon Bedrock offers, and a scalable, domain-oriented data infrastructure positions this as an intelligent method of tapping into the abundant information held in various analytics databases and data lakes.

APIs 93

APIs Finance Engineering Analytics 93

AWS Machine Learning

FEBRUARY 5, 2024

HSR.health is a geospatial health risk analytics firm whose vision is that global health challenges are solvable through human ingenuity and the focused and accurate application of data analytics. This data serves as a fundamental pillar in the analytics framework. Outside of work, Paul is a self-taught DJ and loves snow.

Healthcare 110

Healthcare Engineering Analytics APIs 110

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 93

APIs Engineering Scripts Analytics 93

AWS Machine Learning

APRIL 19, 2024

In this post, we use an OSI pipeline API to deliver data to the OpenSearch Serverless vector store. The embeddings are ingested into an OSI pipeline using an API call. Query your index You can use OpenSearch Dashboards to interact with the OpenSearch API to run quick tests on your index and ingested data.

APIs 124

APIs Enterprise Healthcare Accountability 124

AWS Machine Learning

JUNE 24, 2022

In a previous post , we talked about analyzing and tagging assets stored in Veeva Vault PromoMats using Amazon AI services and the Veeva Vault Platform’s APIs. For example, you can use the connector to extract standardized study information from protocols stored in Vault RIM and expose it downstream to medical analytics insight teams.

APIs 92

APIs Healthcare SaaS Engineering 92

AWS Machine Learning

JUNE 3, 2024

Kinesis Video Streams makes it straightforward to securely stream video from connected devices to AWS for analytics, machine learning (ML), playback, and other processing. Amazon Bedrock is a fully managed service that provides access to a range of high-performing foundation models from leading AI companies through a single API.

APIs 111

APIs Accountability Entertainment Construction 111

AWS Machine Learning

MARCH 15, 2024

In this post, we discuss the value and potential impact of federated learning in the healthcare field. However, the datasets needed to build the ML models and give reliable results are sitting in silos across different healthcare systems and organizations. This isolated legacy data has the potential for massive impact if cumulated.

Healthcare 125

Healthcare Government Best practices Engineering 125

AWS Machine Learning

JUNE 27, 2023

That is where Provectus , an AWS Premier Consulting Partner with competencies in Machine Learning, Data & Analytics, and DevOps, stepped in. Provectus helps companies in healthcare and life sciences, retail and CPG, media and entertainment, and manufacturing, achieve their objectives through AI.

Engineering 115

Engineering APIs Scripts Entertainment 115

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. Pranav Murthy is an AI/ML Specialist Solutions Architect at AWS.

Big data 114

Big data Engineering Accountability Real estate 114

AWS Machine Learning

JANUARY 22, 2024

If there are between 15–31 queries and the number of pages is between 2–3,001, then Amazon Textract asynchronous processing is the only option, because synchronous APIs only support up to 15 queries and one-page documents. He is passionate about technology and enjoys building and experimenting in the analytics and AI/ML space.

Finance 126

Finance Enterprise APIs Healthcare 126

Cincom

MARCH 20, 2025

4- Improving Deal Closure Rates with Real-Time Insights CPQ provides real-time analytics on customer preferences, pricing trends, and competitor benchmarks. Select a solution that supports API-based integration with your existing eCommerce platform (e.g., Shopify, Magento, Salesforce Commerce Cloud).

B2B 40

B2B Sales CRM Finance 40

AWS Machine Learning

DECEMBER 5, 2023

The solution discussed in this post can easily be applied to other businesses/use-cases as well, such as healthcare, manufacturing, and research. Amazon Comprehend custom classification API is used to organize your documents into categories (classes) that you define. His focus areas include AI/ML, and analytics. in the notebook.

APIs 122

APIs Enterprise Accountability Healthcare 122

AWS Machine Learning

AUGUST 9, 2024

Question and answering (Q&A) using documents is a commonly used application in various use cases like customer support chatbots, legal research assistants, and healthcare advisors. OpenSearch is an open source and distributed search and analytics suite derived from Elasticsearch. Yash has been with Amazon for more than 7.5

Government 128

Government Healthcare Construction Engineering 128

AWS Machine Learning

DECEMBER 2, 2022

Other industries that face similar challenges include mortgage and lending, healthcare and life sciences, legal, accounting, and tax management. This enables Amazon Comprehend to use the Amazon Textract DetectDocumentText API to read the documents before running the classification. Outside of work, he enjoys reading and photography.

APIs 91

APIs Healthcare Enterprise Analytics 91