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

DECEMBER 21, 2022

The offline store data is stored in an Amazon Simple Storage Service (Amazon S3) bucket in your AWS account. 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. Table formats provide a way to abstract data files as a table.

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

JANUARY 26, 2024

In addition to awareness, your teams should take action to account for generative AI in governance, assurance, and compliance validation practices. You should begin by extending your existing security, assurance, compliance, and development programs to account for generative AI.

Best practices 122

Best practices Government Engineering Accountability 122

AWS Machine Learning

SEPTEMBER 1, 2023

Each business unit has each own set of development (automated model training and building), preproduction (automatic testing), and production (model deployment and serving) accounts to productionize ML use cases, which retrieve data from a centralized or decentralized data lake or data mesh, respectively.

Engineering 102

Engineering Accountability Construction APIs 102

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 63

APIs Scripts Engineering Technical Support 63

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 103

APIs Engineering Analytics Healthcare 103

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 71

Scripts Metrics APIs Healthcare 71

AWS Machine Learning

MAY 13, 2024

This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance.

Healthcare 105

Healthcare Engineering APIs Benchmark 105

AWS Machine Learning

NOVEMBER 1, 2022

According to a Forbes survey , there is widespread consensus among ML practitioners that data preparation accounts for approximately 80% of the time spent in developing a viable ML model. Additionally, we won’t be able to make an informed decision post-analysis of those insights prior to building the ML models. Overview of solution.

Engineering 91

Engineering APIs Accountability industry solution 91

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 91

Calibration Engineering Automotive Analytics 91

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. Prerequisites. Set up the AWS CLI and AWS SDKs. About the Authors.

Metrics 73

Metrics Telecommunications APIs Benchmark 73

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 101

APIs Enterprise Healthcare Accountability 101

AWS Machine Learning

DECEMBER 5, 2023

For instance, according to International Data Corporation (IDC), the world’s data volume is expected to increase tenfold by 2025, with unstructured data accounting for a significant portion. The solution discussed in this post can easily be applied to other businesses/use-cases as well, such as healthcare, manufacturing, and research.

APIs 98

APIs Enterprise Accountability Healthcare 98

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. Prerequisites Before you deploy this solution, make sure you have the following prerequisites set up: A valid AWS account.

Engineering 115

Engineering Chatbots Accountability Enterprise 115

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 109

Engineering Best practices APIs Government 109

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 101

Feedback APIs Engineering Surveys 101

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 70

APIs Banking Finance Analytics 70

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 71

APIs Healthcare Enterprise Analytics 71

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 82

Healthcare Engineering Analytics APIs 82

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 73

Analytics Healthcare Engineering Government 73

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 104

Best practices Engineering Chatbots Enterprise 104

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. 24xlarge instance types # Please request P instance quota increase via Service Quotas console or your account manager real_time_inference_instance_type = ("ml.p4d.24xlarge")

Banking 73

Banking APIs Engineering Accountability 73

Cincom

MAY 3, 2024

Healthcare: Build patient estimates and bills pulling accurate medical codes and health plan details automatically from connected systems. Or, renewal notices with policyholder-specific cost/benefit analysis promote customer retention. Virtually any document-intensive industry can achieve major ROI through automation.

Enterprise 40

Enterprise CRM APIs Customer retention 40

AWS Machine Learning

MAY 3, 2023

With Amazon Bedrock , you will be able to choose Amazon Titan , Amazon’s own LLM, or partner LLMs such as those from AI21 Labs and Anthropic with APIs securely without the need for your data to leave the AWS ecosystem. You can deploy this solution in your AWS account using the step-by-step guide in this post.

Enterprise 67

Enterprise APIs Chatbots Government 67

AWS Machine Learning

JANUARY 19, 2024

The concepts illustrated in this post can be applied to applications that use PLM features, such as recommendation systems, sentiment analysis, and search engines. The task assigned to the BERT PLM can be a text-based task such as sentiment analysis, text classification, or Q&A. Choose Request increase at account-level.

Metrics 96

Metrics Scripts Benchmark Enterprise 96

AWS Machine Learning

JUNE 28, 2022

Time series forecasting is useful in multiple fields, including retail, finance, logistics, and healthcare. Amazon Forecast is a time-series forecasting service based on machine learning (ML) and built for business metrics analysis. If you don’t have an account, you can sign up for one. Solution overview. Launch the solution.

Metrics 76

Metrics Healthcare Accountability Transportation 76

OctopusTech

SEPTEMBER 29, 2022

It should be able to extend its functions according to the requirements such as offering assistance in different languages or being able to access multiple accounts. With software, you can also customize your email address for multiple accounts, edit your support portal or change the URL of the help desk to improve the user experience.

Customer Service 62

Customer Service CRM Self service Analytics 62

Mindtouch

SEPTEMBER 22, 2017

Marta Rauch , Information developer, cloud, mobile, REST API lead, Oracle Corporation — @martarauch — [link]. Alex Greenberg , Manager, Global Healthcare Informatics Learning Programs, Resmed — @ResMed — [link]. Cheri Mullins , UX & Usability Analysis Consultant, USAA — @cherimullins —[link].

Consulting 54

Consulting Consulting Education Enterprise 54

AWS Machine Learning

NOVEMBER 30, 2023

Lexis Nexis Legal & Professional is transforming legal work for lawyers and increasing their productivity with Lexis+ AI conversational search, summarization, and document drafting and analysis capabilities. With Amazon Bedrock, customers are only ever one API call away from a new model.

APIs 125

APIs Enterprise Best practices Technology 125

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.

APIs 91

APIs Engineering Construction Scripts 91

AWS Machine Learning

NOVEMBER 28, 2022

The top layer of AI services brings ML to business use cases such as transcribing contact center calls, processing documents, and improving healthcare outcomes. In most customer-facing industries such as telecom, finance, healthcare, and retail, customer experiences with call centers can profoundly impact perceptions of the company.

Healthcare 83

Healthcare Analytics Banking Enterprise 83

AWS Machine Learning

JANUARY 9, 2023

Example workloads for asynchronous inference include healthcare companies processing high-resolution biomedical images or videos like echocardiograms to detect anomalies. A proper performance testing and analysis is recommended in successful production deployments. He focuses on Deep learning including NLP and Computer Vision domains.

Metrics 74

Metrics Best practices Engineering Management 74