AWS Machine Learning

NOVEMBER 3, 2022

In Part 1, we saw how to use Amazon Textract APIs to extract information like forms and tables from documents, and how to analyze invoices and identity documents. Extract default entities with the Amazon Comprehend DetectEntities API. The response from the DetectEntities API includes the default entities. Extraction phase.

Analytics 76

Analytics APIs Healthcare Big data 76

delighted

DECEMBER 5, 2022

If you’re sending surveys to recipients who have strict email filters, like the healthcare industry, it can be helpful to prime your respondents for the incoming survey to make sure the email is top-of-mind. Power up your analysis. A common misconception is that free survey platforms don’t have powerful survey analysis features.

Surveys 91

Surveys Feedback Best practices APIs 91

JustCall

JANUARY 5, 2023

Moreover, speech analytics solutions differ from voice recognition as the latter is just concerned with speech transcription whereas the former also delivers emotional analysis and performance insights. Because it includes the most advanced analysis features, Genesys is the ideal tool for market research. What is Speech analytics?

Analytics 52

Analytics Coaching Call Center APIs 52

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

Avaya

NOVEMBER 16, 2016

Open APIs: An open API model is advantageous in that it allows developers outside of companies to easily access and use APIs to create breakthrough innovations. At the same time, however, publicly available APIs are also exposed ones. Healthcare, for example, must abide by very strict regulations.

APIs 72

APIs Transportation Enterprise Healthcare 72

AWS Machine Learning

OCTOBER 13, 2022

Fully managed image and video analysis services have also accelerated the adoption of Computer vision solutions. AWS offers a pre-trained and fully managed AWS AI service called Amazon Rekognition that can be integrated into computer vision applications using API calls and require no ML experience.

Healthcare 70

Healthcare APIs Automotive Consulting 70

AWS Machine Learning

DECEMBER 21, 2022

Customers can also access offline store data using a Spark runtime and perform big data processing for ML feature analysis and feature engineering use cases. A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. You can also use the FeatureGroup().put_record

Scripts 74

Scripts Engineering APIs Big data 74

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.

APIs 64

APIs Scripts Engineering Technical Support 64

AWS Machine Learning

AUGUST 3, 2023

Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. 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.

APIs 76

APIs Banking Enterprise Construction 76

AWS Machine Learning

NOVEMBER 22, 2022

During this iterative improvement phase, the challenging part—true for all ML projects—is that the current iteration depends on the previous iteration’s key findings and insights, so rigorous analysis and reporting is key for success. Analysis can be done quantitatively and empirically. Conclusion.

Sales 81

Sales Metrics APIs Healthcare 81

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 105

APIs Engineering Analytics Healthcare 105

AWS Machine Learning

NOVEMBER 21, 2022

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming from various sources, such as news, blogs, product reviews, customer support channels, and social media. Healthcare and life sciences. Fraud detection.

Scripts 72

Scripts Metrics APIs Healthcare 72

AWS Machine Learning

NOVEMBER 1, 2022

Additionally, we won’t be able to make an informed decision post-analysis of those insights prior to building the ML models. The data flow recipe consists of preprocessing steps along with a bias report, multicollinearity report, and model quality analysis. Overview of solution. DeShazo, Chris Gennings, Juan L. Cios, and John N.

Engineering 92

Engineering APIs Accountability industry solution 92

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 104

Engineering Accountability Construction APIs 104

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 94

APIs Technology Healthcare Sales 94

AWS Machine Learning

JANUARY 26, 2024

This is backed by our deep set of over 300 cloud security tools and the trust of our millions of customers, including the most security-sensitive organizations like government, healthcare, and financial services.

Best practices 124

Best practices Government Engineering Accountability 124

AWS Machine Learning

OCTOBER 5, 2022

To assess different features and how they might influence the model, we conducted extensive feature analysis as part of the exploratory phase. He and his team of applied scientists and machine learning engineers work on a range of machine learning use cases from healthcare, sports, automotive and manufacturing.

Calibration 92

Calibration Engineering Automotive Analytics 92

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. When Amazon Rekognition begins training from your image set, it produces a custom image analysis model for you in just a few hours.

Engineering 75

Engineering APIs Healthcare SaaS 75

AWS Machine Learning

APRIL 19, 2024

Sonnet is a versatile tool that can handle a wide range of tasks, from complex reasoning and analysis to rapid outputs, as well as efficient search and retrieval across vast amounts of information. In this post, we use an OSI pipeline API to deliver data to the OpenSearch Serverless vector store.

APIs 96

APIs Enterprise Healthcare Accountability 96

AWS Machine Learning

JUNE 29, 2022

Over time, various NLP techniques for text analysis have also evolved. 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. About the Authors.

Metrics 74

Metrics Telecommunications APIs Benchmark 74

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. At Radboud University Medical Center, our mission is to be a pioneer in shaping a more person-centered, innovative future of healthcare.

Analytics 76

Analytics Healthcare Engineering APIs 76

OctopusTech

JANUARY 20, 2024

From customer support and lead generation to e-commerce assistance and healthcare consultations, chatbots are reshaping industries. The healthcare sector benefits from appointment scheduling, symptom analysis, and medication reminders through chatbots.

Chatbots 62

Chatbots Healthcare Finance APIs 62

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 100

APIs Enterprise Accountability Healthcare 100

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 103

Feedback APIs Engineering Surveys 103

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

DECEMBER 2, 2022

“Intelligent document processing (IDP) solutions extract data to support automation of high-volume, repetitive document processing tasks and for analysis and insight. Specifically, we are announcing the following capabilities: Support for documents in native formats for custom classification real-time analysis and asynchronous jobs.

APIs 72

APIs Healthcare Enterprise Analytics 72

AWS Machine Learning

FEBRUARY 5, 2024

For Gideon, the data can be accessed through an API, and for the WHO, HSR.health has built a large language model (LLM) to mine outbreak data from past disease outbreak reports. Earth observation data – Environmental factors, land use analysis and detection of habitat changes are integral components to assessing zoonotic risk.

Healthcare 84

Healthcare Engineering Analytics APIs 84

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. This extracted data is often used to gather insights via data analysis, or sent to downstream systems such as databases or transactional systems.

APIs 71

APIs Banking Finance Analytics 71

AWS Machine Learning

NOVEMBER 22, 2023

In this innovation talk, hear how the largest industries, from healthcare and financial services to automotive and media and entertainment, are using generative AI to drive outcomes for their customers. Reserve your seat now! This session uses the Claude 2 LLM as an example of how prompt engineering helps to solve complex customer use cases.

Engineering 112

Engineering Best practices APIs Government 112

SmartKarrot

MAY 11, 2023

This is because of the intelligence platform’s ability to transcribe conversations into any language for easy deciphering and analysis. Backend Integration To fulfill the user’s request, the conversational platform may need to integrate with various backend systems or APIs.

Real estate 10

Real estate Chatbots APIs Analytics 10

AWS Machine Learning

MARCH 14, 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 via a single API. This is because such tasks require organization-specific data and workflows that typically need custom programming.

Best practices 107

Best practices Engineering Chatbots Enterprise 107

AWS Machine Learning

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. For example, you can use large language models (LLMs) for a financial forecast by providing data and market indicators as prompts.

Engineering 117

Engineering Chatbots Accountability Enterprise 117

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

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

Balto

SEPTEMBER 18, 2023

For custom integrations, you can access the API (Application Programming Interface) to establish a connection between your AI platform and other services. Integration with Existing Customer Service Systems Established agent assist software solutions offer a wide range of native integrations with popular customer support tools and platforms.

Interactive Voice Response 52

Interactive Voice Response Scripts Contact Center Coaching 52

AWS Machine Learning

JANUARY 31, 2024

Vector embeddings are fundamental for LLMs to understand the semantic degrees of language, and also enable LLMs to perform well on downstream NLP tasks like sentiment analysis, named entity recognition, and text classification. You can use it via either the Amazon Bedrock REST API or the AWS SDK. Why do we need an embeddings model?

Enterprise 112

Enterprise Engineering Entertainment APIs 112

JustCall

FEBRUARY 28, 2024

And when you think about the range of features the latter offers at $49 per user per month — all 3 dialers, bulk SMS campaigns and workflows, live call monitoring , advanced analytics and reporting, API and webhooks, live call monitoring, and so much more, it is simply astounding. How are JustCall’s Sales Dialer and Mojo Dialer different?

Real estate 52

Real estate CRM APIs Sales 52