AWS Machine Learning

NOVEMBER 22, 2023

The IDP Well-Architected Lens is intended for all AWS customers who use AWS to run intelligent document processing (IDP) solutions and are searching for guidance on how to build secure, efficient, and reliable IDP solutions on AWS. This post focuses on the Operational Excellence pillar of the IDP solution.

Best practices 87

Best practices Metrics Feedback Enterprise 87

AWS Machine Learning

MARCH 28, 2024

For example, the training data used for BloombergGPT is 51% domain-specific documents, including financial news, filings, and other financial materials. An SEC filing is a financial statement or other formal document submitted to the US Securities and Exchange Commission (SEC). This creates a large number of documents over the years.

Finance 100

Finance Metrics Banking Engineering 100

Spearline

JULY 21, 2022

In fact, WebRTC isn’t really a solution, it’s a technology. And, as with any technology, it needs to be employed correctly, updated regularly, and, most importantly, endless WebRTC testing. Consequently, no other testing solution can provide the range and depth of testing metrics and analytics. Happy days!

Scripts 98

Scripts APIs Metrics Analytics 98

AWS Machine Learning

MARCH 29, 2023

In this post, we discuss how the IEO developed UNDP’s artificial intelligence and machine learning (ML) platform—named Artificial Intelligence for Development Analytics (AIDA)— in collaboration with AWS, UNDP’s Information and Technology Management Team (UNDP ITM), and the United Nations International Computing Centre (UNICC).

APIs 69

APIs Construction Metrics Technology 69

Cincom

MAY 8, 2024

As the pioneer of CPQ technology, Cincom offers industry-leading solutions that enhance sales capabilities while solving common pain points. Automated Document Generation: CPQ software produces professional quote documentation tailored to the products selected. Related: What Is Configure Price Quote Software?

Enterprise 52

Enterprise Sales CRM Engineering 52

AWS Machine Learning

OCTOBER 24, 2023

The full list of supported languages can be found in Amazon Transcribe documentation. T-Mobile has partnered with AWS to analyze the key application metrics of this service, such as language distribution, the number of messages per language, the daily total and unique active customers, and so on.

APIs 93

APIs Engineering Metrics Technology 93

AWS Machine Learning

APRIL 18, 2024

It uses Amazon Transcribe for speech to text, Knowledge Bases for Amazon Bedrock for contextual queries against your company’s documents and knowledge sources, and Amazon Bedrock models for customizable transcription insights and summaries. Choose the Monitor tab to see function metrics. Authentication is provided by Amazon Cognito.

APIs 112

APIs Accountability Analytics Entertainment 112

AWS Machine Learning

AUGUST 3, 2022

Amazon Comprehend is a natural-language processing (NLP) service you can use to automatically extract entities, key phrases, language, sentiments, and other insights from documents. All you need to do is load your dataset of documents and annotations, and use the Amazon Comprehend console, AWS CLI, or APIs to create the model.

Benchmark 67

Benchmark APIs Metrics Scripts 67

AWS Machine Learning

OCTOBER 10, 2022

GrabDefence (GD), Grab’s proprietary fraud detection and prevention technology, and AWS have launched GDxAFD, a fraud detection solution tailored for mobile apps that integrates GD’s device intelligence capabilities with Amazon Fraud Detector , AWS’s fully managed ML fraud detection solution.

APIs 70

APIs Accountability Metrics Government 70

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). In this post, we focus on processing a large collection of documents into raw text files and storing them in Amazon S3.

Scripts 92

Scripts Construction APIs Healthcare 92

Select VoiceCom Blog

APRIL 17, 2023

Always remember to have every change documented and cite every reason. Establishing key performance indicators (KPIs) and monitoring these metrics help you measure progress and flag any factors that might be an issue in the long run. Having records can help with troubleshooting in the future.

Management 52

Management Business Process Outsourcing Best practices outsourcing 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. The Amazon AppFlow Veeva connector is the first Amazon AppFlow connector supporting automatic transfer of Veeva documents. Moreover, you can import document metadata.

APIs 72

APIs Healthcare SaaS Engineering 72

AWS Machine Learning

DECEMBER 6, 2023

Such data often lacks the specialized knowledge contained in internal documents available in modern businesses, which is typically needed to get accurate answers in domains such as pharmaceutical research, financial investigation, and customer support. For example, imagine that you are planning next year’s strategy of an investment company.

Analytics 105

Analytics APIs Engineering Construction 105

AWS Machine Learning

AUGUST 30, 2023

Radiology reports are comprehensive, lengthy documents that describe and interpret the results of a radiological imaging examination. For a quantitative analysis of the generated impression, we use ROUGE (Recall-Oriented Understudy for Gisting Evaluation), the most commonly used metric for evaluating summarization.

Healthcare 116

Healthcare APIs Scripts Metrics 116

AWS Machine Learning

NOVEMBER 8, 2023

We have developed a MONAI Deploy connector to AHI to integrate medical imaging AI applications with subsecond image retrieval latencies at scale powered by cloud-native APIs. AHI provides API access to ImageSet metadata and ImageFrames. Metadata contains all DICOM attributes in a JSON document.

Healthcare 98

Healthcare APIs Enterprise Engineering 98

AWS Machine Learning

APRIL 19, 2023

Sportradar is the world’s leading sports technology company, at the intersection between sports, media, and betting. More than 1,700 sports federations, media outlets, betting operators, and consumer platforms across 120 countries rely on Sportradar knowhow and technology to boost their business.

Engineering 75

Engineering APIs Scripts Education 75

AWS Machine Learning

APRIL 24, 2023

Since conversational AI has improved in recent years, many businesses have adopted cutting-edge technologies like AI-powered chatbots and AI-powered agent support to improve customer service while increasing productivity and lowering costs. API Gateway bypasses the request to Lambda. Lambda checks the format and stores it in DynamoDB.

APIs 62

APIs Customer Experience Feedback Chatbots 62

AWS Machine Learning

MARCH 20, 2023

Overview of the technology EC2 C6i instances are powered by third-generation Intel Xeon Scalable processors (also called Ice Lake) with an all-core turbo frequency of 3.5 To access the code and documentation, refer to the GitHub repo. Quantizing the model in PyTorch is possible with a few APIs from Intel PyTorch extensions.

Calibration 78

Calibration Scripts Benchmark APIs 78

AWS Machine Learning

NOVEMBER 16, 2023

Philips is a health technology company focused on improving people’s lives through meaningful innovation. It partners with healthcare providers, startups, universities, and other companies to develop technology that helps doctors make more precise diagnoses and deliver more personalized treatment for millions of people worldwide.

Healthcare 93

Healthcare Government Engineering APIs 93

AWS Machine Learning

DECEMBER 21, 2022

A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. The following code snippet shows you how to create a feature group using the Iceberg format and FeatureGroup.create API of the SageMaker SDK. You can also use the FeatureGroup().put_record

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

JULY 24, 2023

If the model changes on the server side, the client has to know and change its API call to the new endpoint accordingly. Based on these metrics an informed decision can be made. Neuron compilation explained The Neuron SDK’s API closely resembles the PyTorch Python API. 3 Inf1.24xlarge 16 64 1.5 code as the entry point.

Scripts 72

Scripts APIs Engineering Best practices 72

Nicereply

JUNE 11, 2020

Finding real-life strategies to weave your metrics into your day-to-day life at work is the best thing you can do to keep your company healthy and keep your team members engaged. There are so many new technologies coming out that it feels like we’re all living in a data playground. Identify where to spend your budget.

Customer Experience 69

Customer Experience Customer centricity Metrics Surveys 69

AWS Machine Learning

NOVEMBER 21, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. AnalyzeDocument Layout is a new feature that allows customers to automatically extract layout elements such as paragraphs, titles, subtitles, headers, footers, and more from documents.

APIs 89

APIs Construction Metrics Education 89

NobelBiz

NOVEMBER 27, 2023

Understanding Call Logs Call logging is a critical component of modern business phone systems, especially those that operate on Voice-Over-Internet-Protocol (VoIP) technology. However, with automated call logging, businesses can rely on technology to accurately capture and record all necessary call details.

Call Logging 59

Call Logging voip Contact center software CRM 59

Help Scout

APRIL 27, 2021

Here are two of my favorites: “The support queue is like 25,000 Jack Russell terriers with their heads stuck in paper sacks.” – Drew Clark, Director of Client Services, Workwell Technologies Illustrated by Davida Fernandez, Global Head of Support for Campaign Monitor. Identify and fix root causes. Skill-based assignment.

Management 117

Management Self service Technical Support APIs 117

AWS Machine Learning

NOVEMBER 16, 2022

Enhanced monitoring and observability for ML workloads including Amazon EKS, Kubeflow metrics, and application logs using Prometheus, Grafana, and Amazon CloudWatch integrations. Added integration with Amazon Managed Service for Prometheus (AMP) and Amazon Managed Grafana to monitor metrics with Kubeflow on AWS. and PyTorch 1.12.1.

Metrics 67

Metrics Scripts Enterprise APIs 67

AWS Machine Learning

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Verisk has embraced this technology and has developed their own Instant Insight Engine, or AI companion, that provides an enhanced self-service capability to their FAST platform.

Engineering 107

Engineering Customer Support APIs Government 107

AWS Machine Learning

SEPTEMBER 1, 2023

ML operationalization summary As defined in the post MLOps foundation roadmap for enterprises with Amazon SageMaker , ML and operations (MLOps) is the combination of people, processes, and technology to productionize machine learning (ML) solutions efficiently. One of these new notions is the foundation model (FM). words for English).

Engineering 107

Engineering Accountability Construction APIs 107

ChurnZero

NOVEMBER 5, 2021

To learn how ChurnZero helps customers comply with privacy laws, check out our documentation on ChurnZero’s API for privacy laws compliance. How has your Customer Success software influenced company-wide metrics such as Net Revenue Retention (NRR), Net Promoter Score® (NPS), and Customer Lifetime Value (CLTV)?

Accountability 52

Accountability CRM APIs Benchmark 52

ChurnZero

NOVEMBER 5, 2021

To learn how ChurnZero helps customers comply with privacy laws, check out our documentation on ChurnZero’s API for privacy laws compliance. How has your Customer Success software influenced company-wide metrics such as Net Revenue Retention (NRR), Net Promoter Score® (NPS), and Customer Lifetime Value (CLTV)?

Accountability 52

Accountability CRM APIs Benchmark 52

AWS Machine Learning

MARCH 27, 2024

This requires carefully combining applications and metrics to provide complete awareness, accuracy, and control. The zAdviser uses Amazon Bedrock to provide summarization, analysis, and recommendations for improvement based on the DORA metrics data. It’s also vital to avoid focusing on irrelevant metrics or excessively tracking data.

Enterprise 91

Enterprise APIs Metrics Engineering 91

aircall

DECEMBER 19, 2022

Vonage’s platform has been around since the start of IP telephone technology, giving it time to scale itself to challenging heights. Entry-level features: Up to 20 users, voicemail-to-text, team messaging, business phone or toll-free numbers, document sharing. Call analytics from both also ensure that you track metric efficiency. .

voip 62

voip Analytics APIs Interactive Voice Response 62

AWS Machine Learning

JANUARY 26, 2024

As your organization advances its use of emerging technologies such as generative AI and LLMs, overall organizational resiliency should be considered as a cornerstone of a layered defensive strategy to protect assets and lines of business from unintended consequences.

Best practices 126

Best practices Government Engineering Accountability 126

AWS Machine Learning

APRIL 24, 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, Stability AI, and Amazon using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

APIs 112

APIs Engineering Metrics Management 112

AWS Machine Learning

DECEMBER 5, 2022

First, it’s a convenient technology for users: there is no need to remember a password, deal with multi-factor challenges, click verification links, or solve CAPTCHA puzzles. We use FMR and FNMR as our two key metrics to evaluate facial biometric systems. False non-match rate.

Metrics 69

Metrics Best practices Banking APIs 69

AWS Machine Learning

NOVEMBER 16, 2022

Upon a new model version registration, someone with the authority to approve the model based on the metrics should approve or reject the model. You can use Boto3 APIs as shown the following example, or you can use the AWS Management Console to create the model package. First we need to ensure the model package groups exists.

Accountability 82

Accountability Best practices Scripts Engineering 82

AWS Machine Learning

SEPTEMBER 14, 2023

Document categorization or classification has significant benefits across business domains – Improved search and retrieval – By categorizing documents into relevant topics or categories, it makes it much easier for users to search and retrieve the documents they need. politics, sports) that a document belongs to.

APIs 99

APIs Government Accountability Engineering 99