AWS Machine Learning

JANUARY 22, 2024

Presently, several companies rely on manual extraction methods or basic OCR software, which is tedious and time-consuming, and requires manual configuration that needs updating when the form changes. It can identify, understand, and extract data from tables and forms with remarkable accuracy.

Finance 102

Finance Enterprise APIs Healthcare 102

CSM Magazine

OCTOBER 3, 2023

Such “small” language models (SLMs) present a very promising route of travel among multinationals to enhance customer service to increase competitive edge. That’s partly because the range of responses will be more limited, as it has been trained on smaller data sets. As a result, the answers will be more conclusive.

APIs 59

APIs Healthcare Chatbots Customer Service 59

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. In addition to the no-code interface, Amazon AppFlow supports configuration via API, AWS CLI, and AWS CloudFormation interfaces.

APIs 73

APIs Healthcare SaaS Engineering 73

AWS Machine Learning

AUGUST 3, 2023

Therefore, we present two options: one that doesn’t require any ML expertise and uses Amazon Rekognition, and another that uses Amazon SageMaker to train and deploy a custom ML model. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application.

APIs 63

APIs Scripts Engineering Technical Support 63

AWS Machine Learning

AUGUST 2, 2023

It has applications in areas where data is multi-modal such as ecommerce, where data contains text in the form of metadata as well as images, or in healthcare, where data could contain MRIs or CT scans along with doctor’s notes and diagnoses, to name a few use cases. However, we can use CDE for a wider range of use cases.

Enterprise 71

Enterprise Healthcare APIs Big data 71

Jon Arnold

OCTOBER 28, 2019

Shifting from on -premise to cloud means a move from Capex to Opex, and with the core technology hosted in the cloud, the limited IT resources typical for SMBs does not present a barrier to adoption. Another example would be using APIs to customize applications quickly and easily, such as IVR scripts or time-sensitive notifications.

Healthcare 40

Healthcare voip APIs Scripts 40

AWS Machine Learning

AUGUST 3, 2023

Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available through an API, so you can find the model that best suits your requirements. She has both breadth and depth of experience in technology and the technology industry, with industry expertise in healthcare, the financial sector, and insurance.

APIs 75

APIs Banking Enterprise Construction 75

Hodusoft

FEBRUARY 22, 2022

Through its communication platform offering APIs and SDKs for SMS / MMS, Programmable Voice, and SIP Trunking, the company aims to serve the US customers with a mix of communication solutions through pay-as-you-go/subscription-based model, growth, and scale plans. . BRINGING THE MOST INNOVATIVE UC PRODUCTS .

Marketing 52

Marketing Real estate Call Center Enterprise 52

AWS Machine Learning

NOVEMBER 22, 2022

In this post, we present the workflow and the critical elements to implement—from proof of concept (POC) to production—a demand forecasting system with Amazon Forecast, focused on challenges in the retail industry. Presenting an overall better customer experience. This leads to a direct savings of 16 labor hours monthly. Automation.

Sales 81

Sales Metrics APIs Healthcare 81

AWS Machine Learning

SEPTEMBER 14, 2023

Amazon API Gateway hosts a REST API with various endpoints to handle user requests that are authenticated using Amazon Cognito. The service analyzes the text and identifies any PII entities present within the query. For example, some healthcare professionals spend a lot of time filling in forms to file insurance claims.

APIs 97

APIs Healthcare Scripts Engineering 97

AWS Machine Learning

SEPTEMBER 6, 2022

In a healthcare environment, you can use audio event detection to passively listen for sounds from a patient that indicate an acute health problem. You can then use your custom model via the Rekognition Custom Labels API and integrate it into your applications. Assembling training data and training a Rekognition Custom Labels model.

Engineering 75

Engineering APIs Healthcare SaaS 75

AWS Machine Learning

FEBRUARY 9, 2024

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

SaaS 130

SaaS APIs Government Accountability 130

AWS Machine Learning

APRIL 5, 2024

Economic impact – UHIs can result in billions of dollars in additional energy costs, infrastructure damage, and healthcare expenditures. Gramener’s GeoBox solution empowers users to effortlessly tap into and analyze public geospatial data through its powerful API, enabling seamless integration into existing workflows.

APIs 107

APIs Engineering Analytics Healthcare 107

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. If an organization has no AI/ML experts in their team, then an API service might be better suited for them. 15K available FM reference Step 1.

Engineering 106

Engineering Accountability Construction APIs 106

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 99

APIs Government Enterprise Engineering 99

CafeX

FEBRUARY 24, 2023

In this case study Key lessons from deploying CafeX at the Healthcare Solution Provider 1. Overview A major Healthcare Solution Provider delivers solutions to over three million providers across the entire United States. The Healthcare Solution Provider reduced call handle time by 35%.

Healthcare 62

Healthcare Management APIs Personalization 62

AWS Machine Learning

APRIL 19, 2024

In Part 1 of this series, we presented a solution that used the Amazon Titan Multimodal Embeddings model to convert individual slides from a slide deck into embeddings. 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.

APIs 98

APIs Enterprise Healthcare Accountability 98

AWS Machine Learning

JUNE 29, 2022

This necessitates the requirement for a fully managed service that can be integrated into applications using API calls without the need for extensive machine learning (ML) expertise. In this post, we presented two text classification approaches for online conversations using AWS ML services. AP=0.850, AUC=0.851. AP=0.913, AUC=0.913.

Metrics 74

Metrics Telecommunications APIs Benchmark 74

AWS Machine Learning

JANUARY 8, 2024

AWS customers in healthcare, financial services, the public sector, and other industries store billions of documents as images or PDFs in Amazon Simple Storage Service (Amazon S3). Amazon Textract, similar to other managed services, has a default limit on the APIs called transactions per second (TPS).

Scripts 91

Scripts Construction APIs Healthcare 91

AWS Machine Learning

AUGUST 26, 2022

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. This automation is useful to verify whether all the required documents are present in a mortgage packet. Refer to our GitHub repository for the full code sample.

APIs 87

APIs Banking Accountability Analytics 87

AWS Machine Learning

NOVEMBER 23, 2022

The COVID-19 pandemic made organizations change healthcare delivery to reduce staff contact with sick people and the overall pressure on the healthcare system. You can create and manage a Timestream database via the AWS Management Console , from the AWS Command Line Interface (AWS CLI), or via API calls. About the Author.

Technology 73

Technology Healthcare APIs Management 73

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 128

Enterprise APIs Advertising Technology 128

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. The following diagram outlines the proposed solution architecture.

APIs 102

APIs Enterprise Accountability Healthcare 102

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 74

Analytics Healthcare Engineering Government 74

AWS Machine Learning

JANUARY 25, 2023

In this post, we provide an overview of how to deploy and run inference with the Stable Diffusion upscaler model in two ways: via JumpStart’s user interface (UI) in Amazon SageMaker Studio , and programmatically through JumpStart APIs available in the SageMaker Python SDK. In his spare time Heiko travels as much as possible.

APIs 73

APIs Scripts Real estate Entertainment 73

AWS Machine Learning

AUGUST 3, 2022

The features are presented in a table that includes the feature name, type, description, parameters, date of creation, and associated feature group’s name. In this section, we interact with the Boto3 API endpoints to update and search feature metadata. 1]) df=df.drop('FeatureGroupArn', axis=1) return df.

APIs 81

APIs Engineering Entertainment Education 81

AWS Machine Learning

APRIL 10, 2023

In this post, we present a comprehensive guide on deploying and running inference using the Stable Diffusion inpainting model in two methods: through JumpStart’s user interface (UI) in Amazon SageMaker Studio , and programmatically through JumpStart APIs available in the SageMaker Python SDK.

APIs 79

APIs Scripts Construction Finance 79

SmartKarrot

MAY 11, 2023

Backend Integration To fulfill the user’s request, the conversational platform may need to integrate with various backend systems or APIs. For example, if the user asks for the latest news headlines, the platform may connect to a news API to gather relevant information.

Real estate 10

Real estate Chatbots APIs Analytics 10

AWS Machine Learning

MARCH 4, 2024

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

Feedback 105

Feedback APIs Engineering Surveys 105

AWS Machine Learning

AUGUST 17, 2023

Perform feature engineering and ingest features into SageMaker Feature Store In this section, we present the steps for all three options to perform feature engineering and ingest processed features into SageMaker Feature Store. Then you run the Athena query and organize the query result into a pandas DataFrame.

APIs 74

APIs Engineering Scripts Analytics 74

AWS Machine Learning

FEBRUARY 5, 2024

In this post, we present one approach for zoonotic disease prevention that uses Amazon SageMaker geospatial capabilities to create a tool that provides more accurate disease spread information to health scientists to help them save more lives, quicker. This data serves as a fundamental pillar in the analytics framework.

Healthcare 86

Healthcare Engineering Analytics APIs 86

CSM Magazine

JANUARY 12, 2024

“Modern contact centers depend on agents at the edge of their corporate network communicating with devices, ISPs, VPNs, and third-party APIs, all of which can vary wildly.

Contact Center 52

Contact Center Enterprise APIs Management 52

AWS Machine Learning

MARCH 28, 2024

medium instance to demonstrate deploying LLMs via SageMaker JumpStart, which can be accessed through a SageMaker-generated API endpoint. You can request service quota increases through the console, AWS Command Line Interface (AWS CLI), or API to allow access to those additional resources. We use an ml.t3.medium

Telecommunications 115

Telecommunications Healthcare Transportation Accountability 115

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 74

Banking APIs Engineering Accountability 74

AWS Machine Learning

FEBRUARY 20, 2023

In this post, we provide an overview of how to fine-tune the Stable Diffusion model in two ways: programmatically through JumpStart APIs available in the SageMaker Python SDK , and JumpStart’s user interface (UI) in Amazon SageMaker Studio. A tag indicating the specific dog present in the instance prompt is missing in the class prompt.

Scripts 80

Scripts APIs Entertainment Construction 80

AWS Machine Learning

OCTOBER 24, 2023

In today’s information age, the vast volumes of data housed in countless documents present both a challenge and an opportunity for businesses. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) through easy-to-use APIs.

Engineering 117

Engineering Healthcare Construction APIs 117

AWS Machine Learning

SEPTEMBER 8, 2023

In the following sections, we present the key challenges associated with developing robust and efficient models for anomaly detection related to wood utility poles. Next, we present the key metrics used for evaluating the model performance along with the evaluation of our final models. Dr. Nkechinyere N.

Government 86

Government Metrics Analytics Technology 86