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 83

Accountability Best practices Scripts Engineering 83

AWS Machine Learning

OCTOBER 5, 2022

So much exposure naturally brings added risks like account takeover (ATO). Each year, bad actors compromise billions of accounts through stolen credentials, phishing, social engineering, and multiple forms of ATO. To put it into perspective: account takeover fraud increased by 90% to an estimated $11.4 Overview of solution.

Accountability 71

Accountability APIs Metrics Engineering 71

AWS Machine Learning

MARCH 26, 2024

One area that holds significant potential for improvement is accounts payable. On a high level, the accounts payable process includes receiving and scanning invoices, extraction of the relevant data from scanned invoices, validation, approval, and archival. It is available both as a synchronous or asynchronous API.

APIs 93

APIs Construction Analytics Enterprise 93

AWS Machine Learning

OCTOBER 19, 2023

In this post, we discuss how to use the Custom Moderation feature in Amazon Rekognition to enhance the accuracy of your pre-trained content moderation API. The unique ID of the trained adapter can be provided to the existing DetectModerationLabels API operation to process images using this adapter.

APIs 111

APIs Best practices Advertising Accountability 111

AWS Machine Learning

NOVEMBER 2, 2023

Amazon Bedrock is a fully managed service that makes foundation models from leading AI startups and Amazon available via easy-to-use API interfaces. The solution also uses the grammatical error correction API and the paraphrase API from AI21 to recommend word and sentence corrections.

APIs 107

APIs Education Transportation Accountability 107

AWS Machine Learning

NOVEMBER 17, 2023

The action is an API that the model can invoke from an allowed set of APIs. Action groups are mapped to an AWS Lambda function and related API schema to perform API calls. Customers converse with the bot in natural language with multiple steps invoking external APIs to accomplish subtasks.

APIs 89

APIs Customer Service Construction Analytics 89

AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 126

Best practices Government Engineering Accountability 126

AWS Machine Learning

APRIL 18, 2024

It’s straightforward to deploy in your AWS account. 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. Everything you need is provided as open source in our GitHub repo.

APIs 112

APIs Accountability Analytics Entertainment 112

CSM Magazine

NOVEMBER 7, 2023

APIs : Salesforce provides REST and SOAP APIs for integrating with external systems and accessing data programmatically. Here’s how: Salesforce Developer Edition: Sign up for a free Salesforce Developer Edition (DE) account. Learn how to make API calls, authenticate, and handle responses.

APIs 52

APIs CRM Best practices Accountability 52

AWS Machine Learning

NOVEMBER 17, 2023

In this post, we explain the common practice of live stream visual moderation with a solution that uses the Amazon Rekognition Image API to moderate live streams. You can deploy this solution to your AWS account using the AWS Cloud Development Kit (AWS CDK) package available in our GitHub repo.

APIs 91

APIs Engineering Advertising Accountability 91

AWS Machine Learning

MARCH 1, 2024

Lambda receives the iterative transcripts from EventBridge, determines when a conversation is complete, and invokes the Transcript API within Genesys Cloud and drops the full transcript in an S3 bucket. For more information on setting up your account, refer to the Genesys documentation. Save your configuration. Choose Add Client.

Chatbots 97

Chatbots APIs Self service Contact Center 97

AWS Machine Learning

NOVEMBER 22, 2023

All of the AWS AI services (for example, Amazon Textract , Amazon Comprehend , or Amazon Comprehend Medical ) used in IDP solutions are fully managed AI services where AWS secures their physical infrastructure, API endpoints, OS, and application code, and handles service resilience and failover within a given region.

APIs 85

APIs Accountability Enterprise Transportation 85

AWS Machine Learning

JUNE 15, 2023

We demonstrate how to use the AWS Management Console and Amazon Translate public API to deliver automatic machine batch translation, and analyze the translations between two language pairs: English and Chinese, and English and Spanish. In this post, we present a solution that D2L.ai

APIs 75

APIs Benchmark Best practices Engineering 75

AWS Machine Learning

NOVEMBER 17, 2022

Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC. Extendibility – It can deploy to new Regions and accounts. SageMaker Model Monitor APIs offer data and model quality monitoring. ELC is a process optimization use case and is deployed to optimize workload accounts.

APIs 92

APIs Accountability Metrics Engineering 92

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 98

APIs Metrics Consulting Consulting 98

AWS Machine Learning

OCTOBER 4, 2023

Amazon API Gateway invokes the Patient View Hooks AWS Lambda function. API Gateway invokes the Coverage Requirements Hooks Lambda function. The cards returned from the API indicate that the patient has a sinus infection health condition and the doctor may need to order a prescription.

Healthcare 93

Healthcare APIs Transportation Education 93

AWS Machine Learning

MAY 15, 2023

Unlike the existing Amazon Textract console demos, which impose artificial limits on the number of documents, document size, and maximum allowed number of pages, the Bulk Document Uploader supports processing up to 150 documents per request and has the same document size and page limits as the Amazon Textract APIs.

APIs 73

APIs Construction Accountability Best practices 73

AWS Machine Learning

MARCH 12, 2024

The following are key concepts and prerequisites to use AWS Clean Rooms: Each party in the analysis (collaboration member) needs to have an AWS account. The collaboration creator uses the invitee’s AWS account ID as input to send invitations. Prerequisites To invite another person to a collaboration, you need their AWS account ID.

Advertising 102

Advertising Accountability APIs Best practices 102

delighted

MAY 25, 2022

The G2 + Delighted integration, available on Premium Delighted plans , streamlines the review collection process while building in best practices: 1. Get the G2 API token from the G2 integration hub. Best practices to increase online reviews. Already have a Delighted account? Time your survey sends.

APIs 52

APIs Surveys Feedback Best practices 52

AWS Machine Learning

NOVEMBER 22, 2023

By using the Framework, you will learn operational and architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable workloads in the cloud. The AWS Well-Architected Framework helps you understand the benefits and risks of decisions you make while building workloads on AWS.

Best practices 87

Best practices Metrics Feedback Enterprise 87

AWS Machine Learning

OCTOBER 27, 2022

To achieve these operational benefits, they implemented a number of best practice processes, including a fast data iteration and testing cycle, and parallel testing to find optimal data combinations. We can then call a Forecast API to create a dataset group and import data from the processed S3 bucket.

APIs 97

APIs Best practices Metrics Government 97

pindrop

JULY 6, 2021

There are frequent security issues possibly leading to account takeovers. On an inbound call, businesses can use the ANI to search their own database for a match with an existing customer account. In order to safely match an ANI with an existing account, businesses must first validate that the ANI has not been changed or manipulated.

Contact Center 70

Contact Center Average Handle Time APIs Best practices 70

AWS Machine Learning

APRIL 24, 2023

In this post, we explore how AWS customer Pro360 used the Amazon Comprehend custom classification API , which enables you to easily build custom text classification models using your business-specific labels without requiring you to learn machine learning (ML), to improve customer experience and reduce operational costs.

APIs 62

APIs Customer Experience Feedback Chatbots 62

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. In this post, we share best practices to deploy deep learning models with FastAPI on AWS Inferentia NeuronCores. Neuron compilation explained The Neuron SDK’s API closely resembles the PyTorch Python API.

Scripts 73

Scripts APIs Engineering Best practices 73

AWS Machine Learning

FEBRUARY 13, 2023

With the help of the AWS CDK, we can version control our provisioned resources and have a highly transportable environment that complies with enterprise-level best practices. Make sure you have the credentials and permissions to deploy the AWS CDK stack into your account.

Scripts 74

Scripts Best practices Transportation Construction 74

AWS Machine Learning

DECEMBER 14, 2023

The evolution continued in April 2023 with the introduction of Amazon Bedrock , a fully managed service offering access to cutting-edge foundation models, including Stable Diffusion, through a convenient API. These models are easily accessible through straightforward API calls, allowing you to harness their power effortlessly.

Entertainment 97

Entertainment Construction APIs Engineering 97

Serenova

JUNE 24, 2020

The most valuable contact center solutions are designed to fit into your ecosystem with pre-built integrations and also offer integrations using APIs. As people shift from social media to chat to a live agent, their complete histories and account details go with them. You can also build your own custom integrations using our APIs.

Contact Center 98

Contact Center Multichannel contact center solutions Cloud contact 98

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 106

Engineering Accountability Construction APIs 106

Serenova

JUNE 24, 2020

The most valuable contact center solutions are designed to fit into your ecosystem with pre-built integrations and also offer integrations using APIs. As people shift from social media to chat to a live agent, their complete histories and account details go with them. You can also build your own custom integrations using our APIs.

Contact Center 98

Contact Center Multichannel contact center solutions Cloud contact 98

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 108

Best practices Engineering Chatbots Enterprise 108

Hodusoft

NOVEMBER 17, 2021

Contact center solutions that are most valuable are integrated into your ecosystem with pre-built integrations and offer API integrations as well. It is clear that omnichannel offers many benefits, but contact centers must implement and optimize omnichannel best practices. Customer Experiences in Omnichannel Contact Centers.

Contact center software 98

Contact center software Contact Center Multichannel Best practices 98

AWS Machine Learning

MARCH 23, 2023

Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture. To learn more about real-time endpoint architectural best practices, refer to Creating a machine learning-powered REST API with Amazon API Gateway mapping templates and Amazon SageMaker.

Scripts 98

Scripts APIs Government Analytics 98

CustomerSuccessBox

APRIL 3, 2022

Find your access credentials and API key information below. An API key is available under xxxxxxxxxxxxxxxxx Technical Resources Also find the resources for your tech team, if they wish to review. Sharing Best practices in Customer Success specific to your business case. For the same, you can use the following template.

APIs 52

APIs Accountability SaaS Marketing 52

JustCall

MARCH 13, 2023

With webhooks and API integrations, you can fetch and show current and accurate information to the customer. With this quick barging feature, your customers can have the best experience with your business. Keeping Customers Updated On Their Account Status Customers can inquire about their accounts current status.

APIs 84

APIs Marketing Sales Customer Support 84

Totango

MAY 17, 2023

At Totango, as a partner in our executive sponsor program, I focus on aligning with our internal teams to fully understand the goals for each account for which I’m responsible.

Sales 106

Sales Marketing Metrics APIs 106

AWS Machine Learning

FEBRUARY 22, 2023

These tools integrate via API into Boomi’s core service offering. Infrastructure as code (IaC) solutions like AWS CloudFormation reduce digital waste and standardize resource deployments in an AWS account. Boomi has an active relationship with their AWS account team.

Engineering 71

Engineering Accountability APIs Government 71

AWS Machine Learning

JUNE 5, 2023

Autotune uses best practices as well as internal benchmarks for selecting the appropriate ranges. Gopi Mudiyala is a Senior Technical Account Manager at AWS. Autotune is a new feature of automatic model tuning that helps save you time and reduce wasted resources on finding optimal hyperparameter ranges.

APIs 77

APIs Enterprise Benchmark Metrics 77