AWS Machine Learning

DECEMBER 29, 2022

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. The Signatures feature is available as part of the AnalyzeDocument API. AnalyzeExpense API adds new fields and OCR output.

APIs 120

APIs Banking Real estate Healthcare 120

Lumoa

DECEMBER 17, 2022

Lumoa’s biggest features for 2022 Another year down! Lumoa can now pull your web data through an API, with no fees to setup, and it takes just a few minutes! The post Product News – December 2022 appeared first on Lumoa. Crazy how time flies. No code required! to get an overview of the whole process before you begin!

Feedback 78

Feedback Surveys APIs Marketing 78

AWS Machine Learning

NOVEMBER 15, 2024

What was the closing price of Amazon stock on January 1st, 2022? An alternative approach to routing is to use the native tool use capability (also known as function calling) available within the Bedrock Converse API. Refer to this documentation for a detailed example of tool use with the Bedrock Converse API.

APIs 117

APIs Engineering Chatbots Construction 117

Lumoa

JANUARY 17, 2023

Lumoa’s biggest features for 2022 Another year down! Lumoa can now pull your web data through an API, with no fees to setup, and it takes just a few minutes! The post Lumoa’s biggest features of 2022! Crazy how time flies. Pull reviews from popular places like Facebook , Zendesk, Trustpilot, Amazon, and more!

Feedback 78

Feedback Surveys APIs Marketing 78

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. Solution overview The architecture at Deutsche Bahn consists of a central platform account managed by a platform team responsible for managing infrastructure and operations for SageMaker Studio.

APIs 129

APIs Transportation Construction Analytics 129

AWS Machine Learning

SEPTEMBER 25, 2024

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

APIs 119

APIs Call flow Accountability Technology 119

AWS Machine Learning

MARCH 1, 2023

Flywheel creates a data lake (in Amazon S3) in your account where all the training and test data for all versions of the model are managed and stored. 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.

APIs 96

APIs Metrics Accountability Scripts 96

CSM Magazine

NOVEMBER 4, 2024

billion in 2022 and is expected to grow at a compound annual growth rate (CAGR) of 7.2% Multilingual Digital Experiences Self service experiences should be enabled at the product information, mobile apps, online accounts, checkout flows, tracking, notifications and other touch points in the languages ​​customers prefer. Reduced Risk.

Customer Experience 52

Customer Experience Advertising APIs Marketing 52

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. We walk through how to use these improvements through code examples to use the API and process the response with the Amazon Textract Textractor library.

APIs 97

APIs Real estate Government Marketing 97

AWS Machine Learning

APRIL 8, 2024

Filters on the release version, document type (such as code, API reference, or issue) can help pinpoint relevant documents. If you want to follow along in your own AWS account, download the file. Intelligent search for software developers – This allows developers to look for information of a specific release.

APIs 130

APIs Construction Chatbots Accountability 130

AWS Machine Learning

SEPTEMBER 19, 2023

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. billion for fiscal year 2022.” the agent answers “$2.7

Marketing 133

Marketing APIs Engineering Analytics 133

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 127

APIs Metrics Consulting Consulting 127

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 125

Analytics APIs Engineering Construction 125

AWS Machine Learning

DECEMBER 2, 2022

Other industries that face similar challenges include mortgage and lending, healthcare and life sciences, legal, accounting, and tax management. This enables Amazon Comprehend to use the Amazon Textract DetectDocumentText API to read the documents before running the classification. pdf", "Version": "2022-08-30" }.

APIs 97

APIs Healthcare Enterprise Analytics 97

AWS Machine Learning

OCTOBER 10, 2022

From the combined industry experience, the solution team believes that many of the modus operandi in a mobile environment is driven by fraudsters having tools and methods to create fake accounts at scale and bypass a platform’s security checks on the device, thereby enabling them to exploit the platform for large returns.

APIs 99

APIs Accountability Metrics Government 99

AWS Machine Learning

JUNE 19, 2023

For provisioning Studio in your AWS account and Region, you first need to create an Amazon SageMaker domain—a construct that encapsulates your ML environment. When the AD user is assigned to an AD group, an IAM Identity Center API ( CreateGroupMembership ) is invoked, and SSO group membership is created.

APIs 99

APIs Accountability Construction Enterprise 99

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 101

APIs Scripts Engineering Accountability 101

AWS Machine Learning

NOVEMBER 14, 2023

Early examples include advanced social bots and automated accounts that supercharge the initial stage of spreading fake news. In general, it is not trivial for the public to determine whether such accounts are people or bots. or higher installed on either Linux, Mac, or a Windows Subsystem for Linux and an AWS account.

APIs 130

APIs Engineering Scripts Education 130

AWS Machine Learning

OCTOBER 4, 2022

As indicated in the diagram, the S3 raw bucket contains non-redacted data, and the S3 redacted bucket contains redacted data after using the Amazon Comprehend DetectPiiEntities API within a Lambda function. Total cost for identifying log records with PII using ContainsPiiEntities API = $0.1 Costs involved. 50,000 units x $0.000002].

APIs 103

APIs Banking Analytics Accountability 103

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 100

Marketing Analytics APIs Engineering 100

AWS Machine Learning

NOVEMBER 28, 2022

Imaging data accounts for about 90% 1 of all healthcare data, and analyzing these complex images has largely been a manual task performed by experts and specialists. Healthcare providers face a myriad of challenges as the scale and complexity of medical imaging data continues to increase.

Healthcare 98

Healthcare Analytics Banking Contact Center 98

AWS Machine Learning

SEPTEMBER 12, 2024

medium instance to demonstrate deploying the model as an API endpoint using an SDK through SageMaker JumpStart. Prerequisites To implement this solution, you need the following: An AWS account with privileges to create AWS Identity and Access Management (IAM) roles and policies. The notebook is powered by an ml.t3.medium

APIs 133

APIs Benchmark Enterprise Construction 133

AWS Machine Learning

AUGUST 31, 2023

During AWS re:Invent 2022, AWS introduced new ML governance tools for Amazon SageMaker which simplifies access control and enhances transparency over your ML projects. Depending on your governance requirements, Data Science & Dev accounts can be merged into a single AWS account.

Government 126

Government Accountability Enterprise Best practices 126

AWS Machine Learning

OCTOBER 26, 2023

Our AI-powered transaction pipeline automatically processes these videos and charges the customer’s account accordingly. Achieving this performance was easy with the built-in tools and APIs from the Neuron SDK. We used the torch.neuron.DataParallel() API. Preprocessed videos of these transactions are uploaded to the cloud.

APIs 122

APIs Technology Banking Customer centricity 122

AWS Machine Learning

JANUARY 13, 2023

Since then, TR has achieved many more milestones as its AI products and services are continuously growing in number and variety, supporting legal, tax, accounting, compliance, and news service professionals worldwide, with billions of machine learning (ML) insights generated every year. Model experimentation and development.

Government 98

Government Engineering Enterprise APIs 98

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. Before you get started with the solution, create an AWS account. This identity is called the AWS account root user. We use an ml.t3.medium

Telecommunications 134

Telecommunications Transportation Healthcare Accountability 134

AWS Machine Learning

JUNE 26, 2024

These managed agents act as intelligent orchestrators, coordinating interactions between foundation models, API integrations, user questions and instructions, and knowledge sources loaded with your proprietary data. An agent uses action groups to carry out actions, such as making an API call to another tool.

APIs 135

APIs Engineering Marketing Enterprise 135

AWS Machine Learning

AUGUST 11, 2022

For example, if today’s date is July 8, 2022, then replace 2022-03-25 with 2022-07-08. This AWS IoT Core custom endpoint URL is personal to your AWS account and Region. The data of the files is as follows: {"TIMESTAMP":"2022-03-20 00:00","LOCATION_ID":"B-101","CO":2.6,"SO2":62,"NO2":57}. Keep the format the same.

Metrics 97

Metrics APIs Scripts Wireless 97

AWS Machine Learning

NOVEMBER 15, 2022

This preparation process is largely undifferentiated and tedious work, and can involve multiple programming APIs and custom libraries. mkdir titanic_dataset/datetime_data/2022 !mkdir mkdir titanic_dataset/datetime_data/2022/01 titanic_dataset/datetime_data/2022/02 titanic_dataset/datetime_data/2022/03. !

Engineering 97

Engineering APIs Management Accountability 97

JustCall

DECEMBER 23, 2022

You need to take various parameters into account, such as ease of use, cost, support quality, your use case and product features and capabilities. per user per month Premium – Message, video, and phone features and an open API at $33.74 per user, per month for a customized UCaaS platform with dashboards, analytics, and open APIs.

voip 52

voip APIs CRM Enterprise 52

Totango

MAY 17, 2023

Interestingly, our Totango 2022 CS Industry Report revealed 44% of CS departments reported spending around a quarter of their time collaborating with marketing, a 17% increase from the previous year. 31% of CS teams also reported spending up to half of their time with sales.

Sales 113

Sales Marketing Metrics APIs 113

Calabrio

MARCH 31, 2025

Since ChatGPT captured the worlds attention at the end of 2022, its been off to the races, with a host of new models, solutions, and use cases entering the fold. Organizations must establish clear guidelines for data handling, transparency, and accountability. The speed of the shift has been remarkablebut its also far from over.

Contact Center 52

Contact Center Customer Service Virtual Agent Self service 52

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. 2022) introduced an idea of zero-shot CoT by using FMs’ untapped zero-shot capabilities. Kojima et al.

Best practices 134

Best practices Engineering Chatbots Enterprise 134

AWS Machine Learning

NOVEMBER 2, 2022

billion in 2022. TextractAsync is an IDP CDK construct that abstracts the invocation of the Amazon Textract Async API, handling Amazon Simple Notification Service (Amazon SNS) messages and workflow processing. The following are some high-level steps: The construct invokes the asynchronous Amazon Textract StartDocumentTextDetection API.

Construction 98

Construction APIs Government Enterprise 98

AWS Machine Learning

SEPTEMBER 21, 2023

Generative AI problem framing When framing your generative AI problem, consider the following: Align your use of generative AI with your sustainability goals – When scoping your project, be sure to take sustainability into account: What are the trade-offs between a generative AI solution and a less resource-intensive traditional approach?

Best practices 132

Best practices Engineering Metrics Benchmark 132

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. Additionally, unlike non-deep-learning techniques such as nearest neighbor, Stable Diffusion takes into account the context of the image, using a textual prompt to guide the upscaling process.

Scripts 98

Scripts APIs Real estate Entertainment 98

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). For account setup instructions, see Create an AWS Account.

APIs 120

APIs Engineering Accountability Construction 120