AWS Machine Learning

AUGUST 29, 2022

On August 9, 2022, we announced the general availability of cross-account sharing of Amazon SageMaker Pipelines entities. You can now use cross-account support for Amazon SageMaker Pipelines to share pipeline entities across AWS accounts and access shared pipelines directly through Amazon SageMaker API calls. Solution overview.

Accountability 82

Accountability APIs Management Engineering 82

AWS Machine Learning

JUNE 7, 2023

Amazon Textract has a Tables feature within the AnalyzeDocument API that offers the ability to automatically extract tabular structures from any document. In this post, we discuss these enhancements and give examples to help you understand and use them in your document processing workflows. Tables can come in various shapes and sizes.

APIs 69

APIs Real estate Government Marketing 69

ProProfs Blog

OCTOBER 25, 2021

For example, you can use a customer satisfaction survey to know if your customers are happy with your existing product features or want a new feature. For example, you can send regular customer surveys to understand the product usage experience. For example, you can attach photos and videos to your survey questions. e) Typeform.

Feedback 148

Feedback Surveys Enterprise Analytics 148

ConvergeOne

JUNE 7, 2022

At its most basic level, CPaaS is an API-based model for accessing carrier services and media processing resources associated with those carrier services. All they had to do was become a regulated carrier (if they weren’t already) and sell their services as API-based web services. A great example of this for Avaya is Spaces.

APIs 78

APIs Transportation voip Contact Center 78

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 96

Analytics APIs Engineering Construction 96

Outsource Consultants

OCTOBER 4, 2021

By combining best-in-class tools, APIs, and workflows, all to empower highly skilled agents, strategic partners can elevate customer satisfaction over the long term. For example: Many online retailers will trigger promotional discounts to customers that visit product pages of “sold out” merchandise.

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outsourcing Customer Service Self service Contact Center 128

AWS Machine Learning

DECEMBER 29, 2022

The millions of mortgage applications and hundreds of millions of W2 tax forms processed each year are just a few examples of such documents. 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.

APIs 83

APIs Banking Real estate Healthcare 83

Hodusoft

FEBRUARY 3, 2022

10 VoIP business phone features that you need in 2022. The technology continues to improve; it has also offered API choices for app integration and auto-attendant capabilities for automation and 24/7 access to your system from any location around the globe; you also enjoy those benefits. . What is a VoIP Phone System?

voip 52

voip Interactive Voice Response Analytics Contact center software 52

Infinity

JANUARY 5, 2022

In this blog, we’ll be sharing information about why call tracking is a critical tool that will help marketers unlock accurate attribution tracking in 2022 and deliver more effective campaigns. Why call tracking is a must for accurate attribution tracking in 2022. What is an attribution tool? Every conversation matters.

Multichannel 52

Multichannel APIs Marketing Analytics 52

Babelforce

JANUARY 6, 2022

Businesses can connect virtually any tool they use to the platform – including legacy software that lacks an open API. For example, by connecting your call center CRM to babelforce, you can match the phone number of an incoming call to a number in your CRM. These are seven of the best customer service software platforms in 2022.

Customer Service 52

Customer Service Self service Enterprise Chatbots 52

OctopusTech

SEPTEMBER 29, 2022

For example – If you want to make or receive a phone call by using your customer care software, then ensure that it provides blended call center services too. For example – Getting information about your internal systems that inform customer service decision. Integration with systems. Automatic call routing.

Customer Service 62

Customer Service CRM Self service Analytics 62

AWS Machine Learning

JUNE 23, 2023

Amazon SageMaker inference , which was made generally available in April 2022, makes it easy for you to deploy ML models into production to make predictions at scale, providing a broad selection of ML infrastructure and model deployment options to help meet all kinds of ML inference needs. To build this image locally, we need Docker.

APIs 85

APIs Scripts Engineering Accountability 85

AWS Machine Learning

JUNE 7, 2023

To deploy and run inference against Falcon LLMs, refer to the Introduction to SageMaker JumpStart – Text Generation with Falcon LLMs example notebook. For example, GPT-3 (2020) and BLOOM (2022) feature around 175 billion parameters, Gopher (2021) has 230 billion parameters, and MT-NLG (2021) 530 billion parameters.

Technology 88

Technology APIs Engineering Education 88

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, 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.

Engineering 95

Engineering APIs Technology Finance 95

AWS Machine Learning

MARCH 14, 2024

By the end, you will have solid guidelines and a helpful flow chart for determining the best method to develop your own FM-powered applications, grounded in real-life examples. The following screenshot shows an example of a zero-shot prompt with the Anthropic Claude 2.1 In these instructions, we didn’t provide any examples.

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Best practices Engineering Chatbots Enterprise 100

AWS Machine Learning

MARCH 1, 2023

For example, since 2020, COVID has become a new entity type that businesses need to extract from documents. Setting up the environment You can interact with Amazon Comprehend via the AWS Management Console , AWS Command Line Interface (AWS CLI) , or Amazon Comprehend API. In this post, we use AWS CLI to create and manage the resources.

APIs 67

APIs Metrics Accountability Scripts 67

JustCall

APRIL 3, 2023

For example, businesses seeking to expand globally or those in need of an all-in-one customer communication platform, etc. user/month Ultimate : Message, Video, Phone, Open API at $62.99/user/month The post Top 10 CallRail Alternatives & Competitors in 2022 appeared first on.

Interactive Voice Response 52

Interactive Voice Response Analytics Enterprise Feedback 52

AWS Machine Learning

SEPTEMBER 19, 2023

The following screenshot shows an example of the UI. Large language models – The large language models (LLMs) are available via Amazon Bedrock, SageMaker JumpStart, or an API. Prerequisites To run this solution, you must have an API key to an LLM such as Anthropic Claude v2, or have access to Amazon Bedrock foundation models.

Marketing 96

Marketing APIs Engineering Analytics 96

AWS Machine Learning

MAY 19, 2023

At the 2022 AWS re:Invent conference in Las Vegas, we demonstrated “Describe for Me” at the AWS Builders’ Fair, a website which helps the visually impaired understand images through image caption, facial recognition, and text-to-speech, a technology we refer to as “Image to Speech.” Accessibility has come a long way, but what about images?

APIs 88

APIs Scripts Engineering Best practices 88

AWS Machine Learning

FEBRUARY 29, 2024

billion EUR (in 2022), a workforce of 336,884 employees (including 221,343 employees in Germany), and operations spanning 130 countries. After they log in to the custom application, the user requests SageMaker domain access through the UI by triggering an Amazon API Gateway call to generate a presigned URL.

APIs 93

APIs Construction Transportation Analytics 93

AWS Machine Learning

NOVEMBER 14, 2023

Examples include: Cultivating distrust in the media Undermining the democratic process Spreading false or discredited science (for example, the anti-vax movement) Advances in artificial intelligence (AI) and machine learning (ML) have made developing tools for creating and sharing fake news even easier.

APIs 105

APIs Engineering Scripts Education 105

AWS Machine Learning

MARCH 21, 2023

A key driver for deforestation is raw material extraction and production, for example the production of food and timber or mining operations. For example, if a business uses palm oil in their products, they will want to ensure that natural forests were not burned down and cleared to make way for a new palm oil plantation.

APIs 68

APIs Technology Analytics Management 68

AWS Machine Learning

NOVEMBER 28, 2022

For example, WaFd Bank, a full-service US bank, improved its customer experience with Talkdesk (a global cloud contact center company) and AWS Contact Center Intelligence (CCI) solutions, reducing call times by up to 90%. For example, it can now perform signature detection to identify whether documents have required signatures.

Healthcare 81

Healthcare Analytics Banking Enterprise 81

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 90

APIs Metrics Consulting Consulting 90

VirtualPBX

JULY 7, 2022

VirtualPBX, an award-winning business VoIP service provider, is excited to announce a new cost-effective plan and price reductions to its 2022 Business Phone Plans. Below are some examples of where you can have your calls redirected: A self-serve phone in a reception area. Forwarding calls to a landline or mobile phone.

voip 98

voip Call Logging Call flow APIs 98

JivoChat

JUNE 8, 2022

The Complete 2022 Web Development Bootcamp. If you want to have more experience in the web development sector to apply for junior developer jobs, in the Complete 2022 Web Development Bootcamp, you will build 16 projects for your portfolio. The Complete JavaScript Course 2022. Bootstrap 4. Javascript ES6. DOM Manipulation.

APIs 75

APIs SaaS Engineering Best practices 75

AWS Machine Learning

OCTOBER 4, 2022

For example, you can analyze support tickets and knowledge articles to detect PII entities and redact the text before you index the documents. As an example, let’s assume you have 10,000 logs records, and the key value you want to redact PII from is 500 characters. No ML experience is required. Solution overview. Costs involved.

APIs 82

APIs Banking Analytics Accountability 82

AWS Machine Learning

SEPTEMBER 5, 2023

For example, the TII Falcon-40B Instruct model requires at least an ml.g5.12xlarge instance to be loaded into memory successfully, but performs best with bigger instances. Earlier this year, we announced Amazon Bedrock , a serverless API to access foundation models from Amazon and our generative AI partners.

APIs 89

APIs Metrics Chatbots Engineering 89

AWS Machine Learning

SEPTEMBER 9, 2022

For example, if the task is to label medical images, you could create a private workforce of people knowledgeable about the images in question. An AWS Identity and Access Management (IAM) user with permissions to run SageMaker API operations. Enter a name (for example, SageMaker Ground Truth Workforce) and description.

APIs 74

APIs Engineering Management Personalization 74

AWS Machine Learning

NOVEMBER 22, 2022

For example, marketing could use this data to create campaigns targeting different customer segments. We also demonstrate how to understand the different sentiments associated with specific entities in the text (such as company, product, person, or brand) directly from the API. Use cases for real-time sentiment analysis.

APIs 67

APIs CRM Feedback B2C 67

AWS Machine Learning

APRIL 8, 2024

Pre-training data is sourced from publicly available data and concludes as of September 2022, and fine-tuning data concludes July 2023. It provides tools that offer data connectors to ingest your existing data with various sources and formats (PDFs, docs, APIs, SQL, and more). You can use the example provided text = "Hi!

APIs 95

APIs Engineering Accountability Construction 95

AWS Machine Learning

MARCH 8, 2023

Electricity market bidding requires at least four types of input: Electricity demand forecasts Weather forecasts Market price history Power price forecasts These data sources are accessed exclusively through APIs. Date Hour Market Location MW Price 11/7/2022 17 RT Energy LCIENEGA_6_N001 0 $0 11/7/2022 17 RT Energy LCIENEGA_6_N001 1.65 $80.79

Marketing 72

Marketing Analytics APIs Engineering 72

AWS Machine Learning

APRIL 10, 2023

In November 2022, we announced that AWS customers can generate images from text with Stable Diffusion models using Amazon SageMaker JumpStart. Solution overview The following images are examples of inpainting. You can access these scripts with one click through the Studio UI or with very few lines of code through the JumpStart APIs.

APIs 78

APIs Scripts Construction Finance 78

AWS Machine Learning

OCTOBER 10, 2022

Grab is a NASDAQ listed company and a leading superapp in South East Asia, with over 30 million monthly transacting users (as per Grab’s Q1 2022 Results ). For generating real-time fraud predictions, the GDxAFD solution uses Amazon Fraud Detector and GrabDefence’s device intelligence SDK, along with Amazon API Gateway and AWS Lambda.

APIs 68

APIs Accountability Metrics Government 68

AWS Machine Learning

AUGUST 11, 2022

For example, trends and seasonality are two characteristics of time series metrics in which threshold-based anomaly detection doesn’t work. For example, if today’s date is July 8, 2022, then replace 2022-03-25 with 2022-07-08. For example: aq-iot-publish. For example: certificates. SO2":62,"NO2":57}.

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Metrics APIs Scripts Wireless 69

AWS Machine Learning

JANUARY 25, 2023

In November 2022, we announced that AWS customers can generate images from text with Stable Diffusion models in Amazon SageMaker JumpStart. Solution overview The following images show examples of upscaling performed by the model. The following examples contain code snippets.

APIs 71

APIs Scripts Real estate Entertainment 71

AWS Machine Learning

OCTOBER 26, 2023

The code works seamlessly with PyTorch and functions such as torch.jit.trace()and neuron.trace()record the model’s operations on an example input during the forward pass to build a static IR graph. Achieving this performance was easy with the built-in tools and APIs from the Neuron SDK. We used the torch.neuron.DataParallel() API.

APIs 95

APIs Technology Banking Customer centricity 95