APIs, Best practices and Transportation - Customer Contact Central

Best practices for building secure applications with Amazon Transcribe

AWS Machine Learning

MARCH 25, 2024

Because these best practices might not be appropriate or sufficient for your environment, use them as helpful considerations rather than prescriptions. Both HTTP/2 and WebSockets streaming connections are established over Transport Layer Security (TLS), which is a widely accepted cryptographic protocol. or later.

Best practices

Best practices APIs Transportation Personalization

Implement secure API access to your Amazon Q Business applications with IAM federation user access management

AWS Machine Learning

NOVEMBER 22, 2024

Amazon Q Business provides a rich set of APIs to perform administrative tasks and to build an AI assistant with customized user experience for your enterprise. In this post, we show how to use Amazon Q Business APIs when using AWS Identity and Access Management (IAM) federation for user access management. and create-iam-oidc-qbiz-app.py

APIs

APIs Scripts Management Enterprise

Training large language models on Amazon SageMaker: Best practices

AWS Machine Learning

MARCH 6, 2023

In this post, we dive into tips and best practices for successful LLM training on Amazon SageMaker Training. The post covers all the phases of an LLM training workload and describes associated infrastructure features and best practices. Some of the best practices in this post refer specifically to ml.p4d.24xlarge

Best practices

Best practices APIs Transportation Scripts

Achieve operational excellence with well-architected generative AI solutions using Amazon Bedrock

AWS Machine Learning

OCTOBER 2, 2024

Because this is an emerging area, best practices, practical guidance, and design patterns are difficult to find in an easily consumable basis. This integration makes sure enterprises can take advantage of the full power of generative AI while adhering to best practices in operational excellence.

Government

Government APIs Enterprise Best practices

Develop generative AI applications to improve teaching and learning experiences

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. The following is the generated image output.

APIs

APIs Education Transportation Accountability

Automate prior authorization using CRD with CDS Hooks and AWS HealthLake

AWS Machine Learning

OCTOBER 4, 2023

Prior Authorization Support (PAS) – This allows provider systems to send (and payer systems to receive) prior authorization requests using FHIR, while still meeting regulatory mandates to have X12 278 used, where required, to transport the prior authorization, potentially simplifying processing for either exchange partner (or both).

Healthcare

Healthcare APIs Transportation Education

The executive’s guide to generative AI for sustainability

AWS Machine Learning

APRIL 22, 2024

It provides examples of use cases and best practices for using generative AI’s potential to accelerate sustainability and ESG initiatives, as well as insights into the main operational challenges of generative AI for sustainability. Throughout this lifecycle, implementing AWS Well-Architected Framework best practices is recommended.

Best practices

Best practices Benchmark Transportation Engineering

Centralize model governance with SageMaker Model Registry Resource Access Manager sharing

AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. It also helps achieve data, project, and team isolation while supporting software development lifecycle best practices.

Government

Government Management APIs Accountability

Build well-architected IDP solutions with a custom lens – Part 2: Security

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

APIs Accountability Enterprise Transportation

Configure an AWS DeepRacer environment for training and log analysis using the AWS CDK

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. The following diagram illustrates the solution architecture.

Scripts

Scripts Best practices Transportation Construction

The IoT Chronicles Part 2: Three Big Security Threats—and How to Solve Them

Avaya

NOVEMBER 16, 2016

Open APIs: An open API model is advantageous in that it allows developers outside of companies to easily access and use APIs to create breakthrough innovations. At the same time, however, publicly available APIs are also exposed ones. The technology is possible, real and waiting to be utilized.

APIs

APIs Transportation Enterprise Healthcare

Advanced RAG patterns on Amazon SageMaker

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. Instead, adhere to the security best practices in AWS Identity and Access Management (IAM), and create an administrative user and group. We use an ml.t3.medium

Telecommunications

Telecommunications Healthcare Transportation Accountability

Demystifying machine learning at the edge through real use cases

AWS Machine Learning

JUNE 15, 2022

Agriculture, mining, surveillance and security, and maritime transportation are some areas where far edge devices play an important role. How do I expose one or multiple models with my edge application as a simple API? An agent, installed to each one of the edge devices, exposes the deployed ML models as an API to the application.

Transportation

Transportation APIs Big data Wireless

Automate caption creation and search for images at enterprise scale using generative AI and Amazon Kendra

AWS Machine Learning

AUGUST 2, 2023

After ingestion, images can be searched via the Amazon Kendra search console, API, or SDK. You can then search for images using natural language queries, such as “Find images of red roses” or “Show me pictures of dogs playing in the park,” through the Amazon Kendra console, SDK, or API.

Enterprise

Enterprise Healthcare APIs Big data

Build repeatable, secure, and extensible end-to-end machine learning workflows using Kubeflow on AWS

AWS Machine Learning

SEPTEMBER 9, 2022

Amazon Cognito for user authentication with Transport Layer Security (TLS). Example components of the standardized tooling include a data ingestion API, security scanning tools, the CI/CD pipeline built and maintained by another team within athenahealth, and a common serving platform built and maintained by the MLOps team.

Engineering

Engineering Healthcare APIs Scripts

The Challenges of Maintaining and Upgrading Call Center Infrastructure

NobelBiz

JUNE 26, 2023

Telecom Services Telecommunication services are the veins of a call center, transporting voice data from one point to another. Learn more about the best practices in contact center staffing, how to increase agent satisfaction & retention, and many more call center human resources tips and tricks.

Call Center

Call Center Interactive Voice Response call center software CRM

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

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

Best practices Government Engineering Accountability

Bring SageMaker Autopilot into your MLOps processes using a custom SageMaker Project

AWS Machine Learning

JUNE 14, 2023

We demonstrate how to use CI/CD the low-code/no-code tools code to integrate it into your MLOps environment, while adhering with MLOps best practices. To learn more about SageMaker Projects and creating custom project templates aligned with best practices, refer to Build Custom SageMaker Project Templates – Best Practices.

Best practices

Best practices Scripts Education Engineering

Transform Your Business with a Virtual Call Center Solution

JustCall

APRIL 12, 2023

These digital signals can then be converted into voice once received – that is how a phone call is connected Since phone calls are transported as digital signals, it is easy to store the data securely in cloud spaces. The fact that it touts an uptime of 99.99% has given it a clientele of over 2,700 reputed organizations.

virtual call center

virtual call center call center solutions Call Center call center software

Customer Contact Central

Best practices for building secure applications with Amazon Transcribe

Implement secure API access to your Amazon Q Business applications with IAM federation user access management

Trending Sources

Training large language models on Amazon SageMaker: Best practices

Achieve operational excellence with well-architected generative AI solutions using Amazon Bedrock

Develop generative AI applications to improve teaching and learning experiences

Automate prior authorization using CRD with CDS Hooks and AWS HealthLake

The executive’s guide to generative AI for sustainability

Centralize model governance with SageMaker Model Registry Resource Access Manager sharing

Build well-architected IDP solutions with a custom lens – Part 2: Security

Configure an AWS DeepRacer environment for training and log analysis using the AWS CDK

The IoT Chronicles Part 2: Three Big Security Threats—and How to Solve Them

Advanced RAG patterns on Amazon SageMaker

Demystifying machine learning at the edge through real use cases

Automate caption creation and search for images at enterprise scale using generative AI and Amazon Kendra

Build repeatable, secure, and extensible end-to-end machine learning workflows using Kubeflow on AWS

The Challenges of Maintaining and Upgrading Call Center Infrastructure

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

Bring SageMaker Autopilot into your MLOps processes using a custom SageMaker Project

Transform Your Business with a Virtual Call Center Solution

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