AWS Machine Learning

SEPTEMBER 27, 2022

Today, we’re excited to announce self-service quota management support for Amazon Textract via the AWS Service Quotas console, and higher default service quotas in select AWS Regions. With this launch, we’re improving Amazon Textract support for service quotas by enabling you to self-manage your service quotas via the Service Quotas console.

Self service 69

Self service APIs Management Accountability 69

JustCall

JANUARY 23, 2024

In this guide, we will look at seven WhatsApp tools for businesses to manage—and monitor—their business campaigns optimally. New Advancements Everyday: TechCrunch reports that “WhatsApp Business users will be able to create “click-to-WhatsApp” ads without a Facebook account. Let’s go! What is WhatsApp Marketing Software?

Management 52

Management APIs CRM Chatbots 52

AWS Machine Learning

NOVEMBER 6, 2023

Custom Queries is easy to integrate in your existing Textract pipeline and you continue to benefit from the fully managed intelligent document processing features of Amazon Textract without having to invest in ML expertise or infrastructure management. Adapters can be created via the console or programmatically via the API.

APIs 94

APIs Best practices Banking Accountability 94

AWS Machine Learning

APRIL 23, 2024

Here are some features which we will cover: AWS CloudFormation support Private network policies for Amazon OpenSearch Serverless Multiple S3 buckets as data sources Service Quotas support Hybrid search, metadata filters, custom prompts for the RetreiveAndGenerate API, and maximum number of retrievals.

APIs 98

APIs Enterprise Scripts Accountability 98

AWS Machine Learning

NOVEMBER 16, 2022

When designing production CI/CD pipelines, AWS recommends leveraging multiple accounts to isolate resources, contain security threats and simplify billing-and data science pipelines are no different. Some things to note in the preceding architecture: Accounts follow a principle of least privilege to follow security best practices.

Accountability 79

Accountability Best practices Scripts Engineering 79

AWS Machine Learning

AUGUST 11, 2022

This post shows you how to use an integrated solution with Amazon Lookout for Metrics and Amazon Kinesis Data Firehose to break these barriers by quickly and easily ingesting streaming data, and subsequently detecting anomalies in the key performance indicators of your interest. You don’t need ML experience to use Lookout for Metrics.

Metrics 68

Metrics APIs Scripts Wireless 68

AWS Machine Learning

JULY 31, 2023

SageMaker Canvas is a low-code/no-code managed service that allows you to create ML models that can solve many business problems without writing a single line of code. It also enables you to evaluate the models using advanced metrics as if you were a data scientist.

Metrics 77

Metrics Engineering Accountability Telecommunications 77

AWS Machine Learning

NOVEMBER 17, 2022

Their production segment is therefore an integral building block for delivering on their mission—with a clearly stated ambition to become world-leading on metrics such as safety, environmental footprint, quality, and production costs. Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC.

APIs 90

APIs Accountability Metrics Engineering 90

JustCall

JANUARY 23, 2024

What is the WhatsApp Business API for teams? WhatsApp Business Platform is a cloud-based API that is specially released by Meta to allow users to integrate WhatsApp into their operational workflows. Manage high query volumes by assigning agents to answer each query. JustCall Account: Sign up for an account with JustCall.

APIs 52

APIs Accountability CRM Interactive Voice Response 52

AWS Machine Learning

NOVEMBER 24, 2023

It does so by covering the ML workflow end-to-end: whether you’re looking for powerful data preparation and AutoML, managed endpoint deployment, simplified MLOps capabilities, and ready-to-use models powered by AWS AI services and Generative AI, SageMaker Canvas can help you to achieve your goals.

APIs 86

APIs Metrics Engineering Scripts 86

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. AWS CodeBuild is a fully managed continuous integration service in the cloud. DynamoDB is used to store the pet attributes.

APIs 88

APIs Metrics Consulting Consulting 88

AWS Machine Learning

APRIL 18, 2024

It’s straightforward to deploy in your AWS account. When you’re done, you’ll wonder how you ever managed without it! Prerequisites You need to have an AWS account and an AWS Identity and Access Management (IAM) role and user with permissions to create and manage the necessary resources and components for this application.

APIs 102

APIs Accountability Analytics Entertainment 102

AWS Machine Learning

SEPTEMBER 28, 2023

A Generative AI Gateway can help large enterprises control, standardize, and govern FM consumption from services such as Amazon Bedrock , Amazon SageMaker JumpStart , third-party model providers (such as Anthropic and their APIs), and other model providers outside of the AWS ecosystem. What is a Generative AI Gateway?

APIs 91

APIs Government Enterprise Engineering 91

AWS Machine Learning

NOVEMBER 22, 2023

Starting from the introduction of the Security Pillar and design principles, we then examine the solution design and implementation with four focus areas: access control, data protection, key and secret management, and workload configuration. Centralize identity management, and aim to eliminate reliance on long-term static credentials.

APIs 78

APIs Accountability Enterprise Transportation 78

Playvox

NOVEMBER 15, 2022

For contact center managers, this phrase rings in their heads each time they create a forecast, build a schedule, or track schedule adherence. . In this environment, investing in a workforce management (WFM) solution becomes key, particularly if your support center has been using spreadsheets or trying to get by with subpar solutions.

Management 86

Management Schedule adherence Coaching Contact Center 86

AWS Machine Learning

MAY 8, 2023

With Amazon SageMaker , you can manage the whole end-to-end machine learning (ML) lifecycle. It offers many native capabilities to help manage ML workflows aspects, such as experiment tracking, and model governance via the model registry. How to use MLflow as a centralized repository in a multi-account setup.

APIs 68

APIs Government Accountability Scripts 68

AWS Machine Learning

APRIL 11, 2024

For example, during the claims adjudication process, the accounts payable team receives the invoice, whereas the claims department manages the contract or policy documents. The Lambda function translates the image to an embedding by calling the Amazon Bedrock API. Vector databases – Vector databases are used to store embeddings.

APIs 94

APIs Banking Enterprise Engineering 94

AWS Machine Learning

AUGUST 10, 2023

Amazon SageMaker is a fully managed machine learning (ML) platform that offers a comprehensive set of services that serve end-to-end ML workloads. As recommended by AWS as a best practice , customers have used separate accounts to simplify policy management for users and isolate resources by workloads and account.

Scripts 75

Scripts Accountability Metrics APIs 75

ChurnZero

MARCH 18, 2022

With so many SaaS metrics floating around, and even more opinions on when and how to use them, it can be hard to know if you’re measuring what really matters. Leading SaaS expert, Dave Kellogg, and ChurnZero CEO, You Mon Tsang, sat down to answer all the questions you want to know about SaaS metrics like ARR, NRR, GRR, LTV, and CAC (i.e.,

SaaS 98

SaaS Metrics Enterprise Surveys 98

JustCall

APRIL 5, 2023

The need for customer success management is fairly new and fast becoming pertinent. Organizations need to embrace the CSM approach to build a trustworthy relationship with customers and track their performance using customer relationship management analytics. What is customer success management or CSM?

Management 52

Management CRM Analytics Customer retention 52

AWS Machine Learning

MAY 1, 2024

Amazon Bedrock , a fully managed service providing access to such models, makes this possible. Prerequisites First-time users need an AWS account and AWS Identity and Access Management (IAM) role with SageMaker, Amazon Bedrock, and Amazon Simple Storage Service (Amazon S3) access. Choose Manage model access.

APIs 94

APIs SaaS Accountability Chatbots 94

JustCall

JANUARY 23, 2024

Set Up Your WhatsApp Business Account To begin using WhatsApp for customer service, establish a WhatsApp Business account. The WhatsApp Helpdesk: Managing Inquiries Effectively Managing inquiries can become challenging as your customer base grows. WhatsApp Business provides insights into various metrics.

Customer Service 52

Customer Service APIs Customer Support Metrics 52

AWS Machine Learning

FEBRUARY 7, 2024

Solution overview We use Amazon Fraud Detector, a fully managed fraud detection service, to automate the detection of fraudulent activities. Deploy the API to make predictions. Prerequisites The following are prerequisite steps for this solution: Sign up for an AWS account. Review model performance. Deploy the model.

APIs 101

APIs Accountability Metrics Engineering 101

Cincom

MAY 8, 2024

Managing sales processes across large organizations is complex. With advanced guided selling, deal management, and configuration capabilities, CPQ enables enterprises to scale sales operations, increase efficiency, and improve customer relationships. Centralized Pricing Management: Pricing data gets consolidated within CPQ.

Enterprise 52

Enterprise Sales CRM Engineering 52

AWS Machine Learning

DECEMBER 5, 2022

Whether it’s registering at a website, transacting online, or simply logging in to your bank account, organizations are actively trying to reduce the friction their customers experience while at the same time enhance their security, compliance, and fraud prevention measures. There are several of ways to calculate these two metrics.

Metrics 67

Metrics Best practices Banking APIs 67

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 82

APIs Banking Real estate Healthcare 82

VirtualPBX

NOVEMBER 8, 2023

VirtualPBX offered the company a versatile and dependable phone system with the ability to manage multiple calls simultaneously. Ceras Health leverages VirtualPBX’s call queues, voicemail, API integration, softphone apps, and performance metrics tracking to streamline communication across the organization. The solution?

Healthcare 98

Healthcare APIs Customer centricity Accountability 98

AWS Machine Learning

MARCH 1, 2023

Amazon Comprehend is a managed AI service that uses natural language processing (NLP) with ready-made intelligence to extract insights about the content of documents. 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.

APIs 66

APIs Metrics Accountability Scripts 66

AWS Machine Learning

NOVEMBER 22, 2023

We start with an introduction of the Cost Optimization pillar and design principles, and then dive deep into the four focus areas: financial management, resource provision, data management, and cost monitoring. Several principles can help you to improve cost optimization. Let’s consider different project phases.

Finance 77

Finance Best practices APIs Accountability 77

AWS Machine Learning

MAY 10, 2024

Prerequisites First-time users need an AWS account and AWS Identity and Access Management (IAM) role with SageMaker and Amazon Simple Storage Service (Amazon S3) access. Validation loss and validation perplexity – Similar to the training metrics, but measured during the validation stage.

APIs 93

APIs Metrics Accountability SaaS 93

JustCall

JANUARY 23, 2024

With aspects like multichannel support and varied products and services into account, businesses need a streamlined platform to reach customers and address their needs on time. A ticketing system, in general terms, refers to an IT support system that allows companies to manage, track, expedite, and resolve issues efficiently.

APIs 52

APIs Chatbots Multichannel Accountability 52

AWS Machine Learning

MAY 30, 2024

Vitech needed a fully managed and secure experience to host LLMs and eliminate the undifferentiated heavy lifting associated with hosting 3P models. Data chunking Chunking is the process of breaking down large text documents into smaller, more manageable segments (such as paragraphs or sections).

Chatbots 91

Chatbots Engineering APIs Technology 91

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. It’s serverless, so you don’t have to manage any infrastructure.

Healthcare 99

Healthcare Engineering APIs Benchmark 99

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 67

APIs Accountability Metrics Government 67

AWS Machine Learning

APRIL 29, 2024

This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons. It provides an approachable, robust Python API for the full infrastructure stack of ML/AI, from data and compute to workflows and observability. The following figure illustrates this workflow.

APIs 93

APIs Engineering Scripts Management 93

JustCall

JANUARY 23, 2024

There’s also a solution for medium and large businesses, which is the WhatsApp Business scalable API. Why Use WhatsApp for Business The WhatsApp Business API is an ideal platform to improve customer experience and reduce pressure on live agents. Now, you may ask, how can WhatsApp be used for business? Enter your business phone number.

APIs 52

APIs Multichannel Chatbots Accountability 52

AWS Machine Learning

FEBRUARY 19, 2024

Amazon SageMaker multi-model endpoints (MMEs) are a fully managed capability of SageMaker inference that allows you to deploy thousands of models on a single endpoint. Inference API – The server exposes an API that allows client applications to send input data and receive predictions from the deployed models.

APIs 88

APIs Engineering Scripts Metrics 88