AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. We will start by using the SageMaker Studio UI and then by using APIs.

Government 106

Government Management APIs Accountability 106

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 127

Healthcare Government Engineering APIs 127

AWS Machine Learning

NOVEMBER 22, 2024

Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. Although a single API call can address simple use cases, more complex ones may necessitate the use of multiple calls and integrations with other services.

APIs 100

APIs Technology Management Enterprise 100

AWS Machine Learning

FEBRUARY 21, 2025

For organizations deploying LLMs in production applicationsparticularly in critical domains such as healthcare, finance, or legal servicesthese residual hallucinations pose serious risks, potentially leading to misinformation, liability issues, and loss of user trust. User submits a question When is re:Invent happening this year?,

Engineering 125

Engineering APIs Analytics Enterprise 125

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. Refine the app based on real-world user insights.

APIs 52

APIs Healthcare Gamification Consulting 52

AWS Machine Learning

OCTOBER 23, 2024

Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. The integration with Amazon Bedrock is achieved through the Amazon Bedrock InvokeModel APIs.

Enterprise 90

Enterprise APIs Engineering Government 90

AWS Machine Learning

JUNE 25, 2024

Extracting valuable insights from customer feedback presents several significant challenges. Scalability becomes an issue as the amount of feedback grows, hindering the ability to respond promptly and address customer concerns. Large language models (LLMs) have transformed the way we engage with and process natural language.

Feedback 127

Feedback Engineering Enterprise Technical Support 127

AWS Machine Learning

JULY 3, 2024

Today, LLMs are being used in real settings by companies, including the heavily-regulated healthcare and life sciences industry (HCLS). The main goal of the marketing content is to raise awareness about certain health conditions and disseminate knowledge of possible therapies among patients and healthcare providers.

Healthcare 133

Healthcare APIs Finance Feedback 133

AWS Machine Learning

DECEMBER 29, 2022

Amazon Textract continuously improves the service based on your feedback. The Analyze Lending feature in Amazon Textract is a managed API that helps you automate mortgage document processing to drive business efficiency, reduce costs, and scale quickly. The Signatures feature is available as part of the AnalyzeDocument API.

APIs 122

APIs Banking Real estate Healthcare 122

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. Text and data extraction : Organizations generate mountains of data and documents.

Enterprise 76

Enterprise APIs Government Healthcare 76

Interaction Metrics

APRIL 17, 2025

At Interaction Metrics, we help organizations of all sizes improve how they collect and use feedback. Its a curated list of 17 Qualtrics alternatives, each chosen for a specific strengthwhether thats streamlined online surveys, better integrations, or smarter ways to tie customer feedback data to revenue.

Surveys 48

Surveys Enterprise B2B Analytics 48

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 137

APIs Healthcare Scripts Enterprise 137

AWS Machine Learning

SEPTEMBER 28, 2023

Regulated and compliance-oriented industries, such as financial services, healthcare and life sciences, and government institutes, face unique challenges in ensuring the secure and responsible consumption of these models. In addition, API Registries enabled centralized governance, control, and discoverability of APIs.

APIs 120

APIs Government Enterprise Engineering 120

AWS Machine Learning

NOVEMBER 26, 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. You can also read diagrams and images from engineering, architecture, and healthcare.

Real estate 107

Real estate Engineering Advertising APIs 107

AWS Machine Learning

OCTOBER 18, 2023

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 128

APIs Metrics Consulting Consulting 128

AWS Machine Learning

AUGUST 30, 2023

In order to run inference through SageMaker API, make sure to pass the Predictor class. Furthermore, setting up a feedback loop for this application would enable radiologists to improve the performance of the model over time. About the authors Dr. Adewale Akinfaderin is a Senior Data Scientist in Healthcare and Life Sciences at AWS.

Healthcare 135

Healthcare APIs Scripts Metrics 135

AWS Machine Learning

JANUARY 24, 2024

Building proofs of concept is relatively straightforward because cutting-edge foundation models are available from specialized providers through a simple API call. This is particularly important for organizations operating in heavily regulated industries, such as financial services and healthcare and life sciences.

Enterprise 144

Enterprise APIs Advertising Technology 144

AWS Machine Learning

AUGUST 15, 2024

Some responses need to be exact (for example, regulated industries like healthcare or capital markets), some responses need to be searched from large, indexed data sources and cited, and some answers need to be generated on the fly, conversationally, based on semantic context.

Chatbots 127

Chatbots Banking APIs Enterprise 127

delighted

DECEMBER 5, 2022

Many CX platforms have robust free plans that allow you to capture feedback from your customers or employees, analyze that feedback, and put the insights into action, without spending a dime. In fact, this can help increase response rates because respondents know you’ll be reading and responding to their feedback.

Surveys 92

Surveys Feedback Best practices APIs 92

AWS Machine Learning

APRIL 11, 2023

Financial services, the gig economy, telco, healthcare, social networking, and other customers use face verification during online onboarding, step-up authentication, age-based access restriction, and bot detection. It handles the user interface and real-time feedback for users while they capture their video selfie.

APIs 98

APIs Accountability Government Healthcare 98

AWS Machine Learning

NOVEMBER 1, 2023

The TGI framework underpins the model inference layer, providing RESTful APIs for robust integration and effortless accessibility. Supplementing our auditory data processing, the Whisper ASR is also furnished with a RESTful API, enabling streamlined voice-to-text conversions. In response, the VLM provides the textual output.

APIs 122

APIs Engineering Construction Scripts 122

AWS Machine Learning

FEBRUARY 6, 2024

Solution overview QnABot on AWS is a multi-channel, multi-language chatbot that responds to your customer’s questions, answers, and feedback. The workflow includes the following steps: A QnABot administrator can configure the questions using the Content Designer UI delivered by Amazon API Gateway and Amazon Simple Storage Service (Amazon S3).

Chatbots 135

Chatbots APIs Self service Banking 135

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. We invite you to leave your feedback in the comments sections.

APIs 124

APIs Enterprise Accountability Healthcare 124

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. In Part 1, we focus on creating accurate and reliable agents.

Best practices 99

Best practices APIs Metrics Accountability 99

AWS Machine Learning

MARCH 28, 2024

A number of techniques are typically used to improve the accuracy and performance of an LLM’s output, such as fine-tuning with parameter efficient fine-tuning (PEFT) , reinforcement learning from human feedback (RLHF) , and performing knowledge distillation. We use an ml.t3.medium

Telecommunications 136

Telecommunications Transportation Healthcare Accountability 136

AWS Machine Learning

JUNE 7, 2023

LLM training on SageMaker SageMaker is a collection of managed APIs for developing, training, tuning, and hosting machine learning (ML) models, including LLMs. TII used transient clusters provided by the SageMaker Training API to train the Falcon LLM, up to 48 ml.p4d.24xlarge 24xlarge instances, cumulating in 384 NVIDIA A100 GPUs.

Technology 101

Technology APIs Engineering Education 101

CSM Magazine

MARCH 5, 2024

The global healthcare IT market is growing, poised to reach $1.8 As the number of smartphone users grows, so does its application in healthcare. A patient engagement mobile app has the potential to revolutionize healthcare delivery. Increased engagement: apps can make healthcare more engaging and interactive for patients.

Healthcare 52

Healthcare Education Gamification Consulting 52

AWS Machine Learning

AUGUST 2, 2024

The initial draft of a large language model (LLM) generated earnings call script can be then refined and customized using feedback from the company’s executives. He has extensive experience designing end-to-end machine learning and business analytics solutions in finance, operations, marketing, healthcare, supply chain management, and IoT.

Engineering 133

Engineering Scripts Metrics Advertising 133

AWS Machine Learning

NOVEMBER 30, 2023

With Amazon Bedrock, customers are only ever one API call away from a new model. Knowledge Bases is now generally available with an API that performs the entire RAG workflow from fetching text needed to augment a prompt, to sending the prompt to the model, to returning the response. check availability of an item in the ERP inventory).

APIs 145

APIs Enterprise Best practices Technology 145

CSM Magazine

FEBRUARY 13, 2024

Founded in 1905, Benenden Health provides affordable healthcare services to over 860,000 members across the UK. Benenden needed customer contact systems as cutting-edge as their healthcare services. Open APIs – Tight integration with existing systems across the mutual’s footprint.

Healthcare 52

Healthcare Multichannel APIs Chatbots 52

AWS Machine Learning

AUGUST 3, 2023

Finally, we show how you can integrate this car pose detection solution into your existing web application using services like Amazon API Gateway and AWS Amplify. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application. As always, AWS welcomes feedback. So, get started today!

APIs 92

APIs Scripts Engineering Technical Support 92

AWS Machine Learning

APRIL 13, 2023

The customized FMs can create a unique customer experience, embodying the company’s voice, style, and services across a wide variety of consumer industries, like banking, travel, and healthcare. Bedrock is the easiest way for customers to build and scale generative AI-based applications using FMs, democratizing access for all builders.

APIs 145

APIs Best practices Engineering Entertainment 145

AWS Machine Learning

SEPTEMBER 9, 2022

Example components of the standardized tooling include a data ingestion API, security scanning tools, the CI/CD pipeline built and maintained by another team within athenahealth, and a common serving platform built and maintained by the MLOps team. You can follow the AWS Labs GitHub repository to track all AWS contributions to Kubeflow.

Engineering 98

Engineering Healthcare APIs Scripts 98

Hodusoft

SEPTEMBER 18, 2024

Challenges Faced by HMOs that Use Manual HMO Call Centers Some Latest Statistics on Healthcare Customer Service Costs Associated with Manual HMO Contact Centers What is an Omnichannel Contact Center? First Contact Resolution Rate The healthcare industry benchmark for first contact resolution ( FCR ) rate in healthcare is 71 percent.

Call Center 52

Call Center Contact center software Healthcare Contact Center 52

AWS Machine Learning

MAY 24, 2023

A key advantage of local LLM deployment lies in its ability to enhance data security without submitting data outside to third-party APIs. AI21 Studio also provides API access to Jurassic-2 LLMs. One of the key features is its ability to interface with external sources of information, such as the web, databases, and APIs.

Banking 98

Banking APIs Engineering Accountability 98

AWS Machine Learning

JUNE 6, 2023

This table name can be found by referencing the table_name field after instantiating the athena_query from the FeatureGroup API: SELECT * FROM "sagemaker_featurestore"."off_sdk_fg_lead_1682348629" For more information about feature groups, refer to Create a Dataset From Your Feature Groups and Feature Store APIs: Feature Group.

APIs 98

APIs Metrics Telecommunications Marketing 98

AWS Machine Learning

SEPTEMBER 1, 2023

In this scenario, the generative AI application, designed by the consumer, must interact with the fine-tuner backend via APIs to deliver this functionality to the end-users. Some models may be trained on diverse text datasets like internet data, coding scripts, instructions, or human feedback. 15K available FM reference Step 1.

Engineering 127

Engineering Accountability Construction APIs 127