AWS Machine Learning

OCTOBER 2, 2024

Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale. Amazon Bedrock is compatible with robust observability features to monitor and manage ML models and applications. In this post, we discuss how to address these challenges holistically.

Government 131

Government APIs Enterprise Best practices 131

CSM Magazine

JANUARY 21, 2025

Third-party logistics (3PL) refers to outsourcing logistics operations, such as warehousing, inventory management, order fulfillment, and shipping, to an external service provider. These providers typically handle: Warehousing: Storing goods securely and managing inventory.

Transportation 52

Transportation outsourcing industry standards APIs 52

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 132

APIs Education Transportation Accountability 132

AWS Machine Learning

FEBRUARY 29, 2024

It allows you to seamlessly customize your RAG prompts and retrieval strategies—we provide the source attribution, and we handle memory management automatically. To enable effective retrieval from private data, a common practice is to first split these documents into manageable chunks. Choose Next. Choose Next.

APIs 138

APIs Healthcare Scripts Enterprise 138

AWS Machine Learning

FEBRUARY 19, 2025

FSIs regularly apply Automated Reasoning to verify regulatory compliance, validate trading rules, manage access controls, and enforce policy frameworks. An ApplyGuardrail API call is made with the question and an FM response to the associated Amazon Bedrock guardrail. However, its important to understand its limitations.

APIs 90

APIs Banking Engineering Transportation 90

AWS Machine Learning

MAY 31, 2024

With this managed service, ML practitioners get access to a growing list of cutting-edge models from leading model hubs and providers that they can deploy to dedicated SageMaker instances within a network isolated environment, and customize models using SageMaker for model training and deployment.

Transportation 122

Transportation Accountability Enterprise Technology 122

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 121

Healthcare APIs Transportation Education 121

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 117

APIs Accountability Enterprise Transportation 117

AWS Machine Learning

JULY 3, 2024

Could LLMs, with their advanced text generation capabilities, help streamline this process by assisting brand managers and medical experts in their generation and review process? The solution has been designed using the following services: Amazon Elastic Container Service (ECS) : to deploy and manage our Streamlit UI.

Healthcare 133

Healthcare APIs Finance Feedback 133

AWS Machine Learning

MARCH 25, 2024

This content includes the security configuration and management tasks for the AWS services that you use. Both HTTP/2 and WebSockets streaming connections are established over Transport Layer Security (TLS), which is a widely accepted cryptographic protocol. Applications must have valid credentials to sign API requests to AWS services.

Best practices 120

Best practices APIs Transportation Personalization 120

Nexmo

MAY 2, 2019

That’s why we’re so proud that our customers have rated Nexmo, the Vonage API Platform, as a leader in ease of setup, implementation time, and user adoption. Aramex , a global logistics and transportation services provider, needed to integrate the WhatsApp Business solution into its “last mile” communications with customers.

APIs 86

APIs Transportation B2B Consulting 86

AWS Machine Learning

DECEMBER 13, 2024

As global trading volumes rise rapidly each year, capital markets firms are facing the need to manage large and diverse datasets to stay ahead. These datasets arent just expansive in volume; theyre critical in driving strategy development, enhancing execution, and streamlining risk management.

Analytics 95

Analytics Management Accountability Engineering 95

AWS Machine Learning

JANUARY 9, 2023

Amazon Kendra provides a fully managed intelligent search service that automates document ingestion and provides highly accurate search and FAQ results based on content across many data sources. For more information about the fully managed service, please visit the Amazon Kendra service page.

Scripts 107

Scripts APIs Engineering Transportation 107

ConvergeOne

APRIL 6, 2021

NS1 as a Global Traffic Manager (GTM) can handle your Public DNS steering toward the public-facing Multi-Cloud edge. Now, the network transport via VPN/SD-WAN can be secured to our applications hosted with the Hybrid Cloud. Now, the network transport via VPN/SD-WAN can be secured to our applications hosted with the Hybrid Cloud.

Transportation 65

Transportation APIs Metrics Accountability 65

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. They were able to transport the voice using regular IP-based data networks, like those found in the enterprise AND on the Internet. APIs are Like Legos. APIs are like Legos.

APIs 72

APIs Transportation voip Contact Center 72

AWS Machine Learning

SEPTEMBER 11, 2024

It could search for flights, hotels, and tourist attractions by querying travel APIs, and use private data, public information for destinations, and weather—while keeping track of the budget and the traveler’s preferences. To build this agent, you would need an LLM to understand and respond to questions.

Transportation 97

Transportation APIs Personalization Enterprise 97

AWS Machine Learning

APRIL 22, 2024

These examples include speeding up market trend analysis, ensuring accurate risk management and compliance, and facilitating data collection or report generation. This involves documenting data lineage, data versioning, automating data processing, and monitoring data management costs.

Best practices 140

Best practices Benchmark Transportation Engineering 140

AWS Machine Learning

OCTOBER 4, 2022

Forecast provides several state-of-the-art time series algorithms and manages the allocation of enough distributed computing capacity to meet the needs of nearly any workload. In short, the service delivers all the science, data handling, and resource management into a simple API call. Train a state-of-the-art time series model.

APIs 98

APIs Analytics Transportation Metrics 98

ConvergeOne

APRIL 6, 2021

NS1 as a Global Traffic Manager (GTM) can handle your Public DNS steering toward the public-facing Multi-Cloud edge. Now, the network transport via VPN/SD-WAN can be secured to our applications hosted with the Hybrid Cloud. Now, the network transport via VPN/SD-WAN can be secured to our applications hosted with the Hybrid Cloud.

Transportation 52

Transportation APIs Metrics Accountability 52

ConvergeOne

APRIL 6, 2021

NS1 as a Global Traffic Manager (GTM) can handle your Public DNS steering toward the public-facing Multi-Cloud edge. Now, the network transport via VPN/SD-WAN can be secured to our applications hosted with the Hybrid Cloud. Now, the network transport via VPN/SD-WAN can be secured to our applications hosted with the Hybrid Cloud.

Transportation 52

Transportation APIs Metrics Accountability 52

AWS Machine Learning

MARCH 6, 2023

SageMaker Training is a managed batch ML compute service that reduces the time and cost to train and tune models at scale without the need to manage infrastructure. We recommend using a cloud-optimized library, such as SageMaker sharded data parallelism, but self-managed and open-source libraries can also work.

Best practices 107

Best practices APIs Transportation Scripts 107

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. Data exploration on stock data is done using Athena.

Marketing 135

Marketing APIs Engineering Analytics 135

AWS Machine Learning

JUNE 24, 2024

Select Create a role with basic Amazon Lex permissions for your AWS Identity and Access Management (IAM) permissions runtime role. Create an OpenSearch Service domain Complete the following steps to create your OpenSearch Service domain: On the OpenSearch Service console, choose Dashboard under Managed clusters in the navigation pane.

Transportation 122

Transportation Wireless Entertainment Engineering 122

ConvergeOne

MAY 4, 2021

At its most basic level, CPaaS is simply an API-based model for accessing carrier services and the media processing resources associated with those carrier services. They were able to transport the voice using regular IP-based data networks, like those found in the enterprise AND on the Internet. APIs are like Legos.

APIs 59

APIs Transportation voip Contact Center 59

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. When you scale your system, it’s important to have a robust solution that can manage the number of devices that you need to support. Edge Manager can manage fleets of up to millions of devices.

Transportation 98

Transportation APIs Big data Wireless 98

AWS Machine Learning

MARCH 28, 2024

You can deploy this solution with just a few clicks using Amazon SageMaker JumpStart , a fully managed platform that offers state-of-the-art foundation models for various use cases such as content writing, code generation, question answering, copywriting, summarization, classification, and information retrieval. We use an ml.t3.medium

Telecommunications 136

Telecommunications Transportation Healthcare Accountability 136

VirtualPBX

AUGUST 8, 2019

The WebRTC project that many people know about is managed by Google. All RTC projects of this type provide web developers with application programming interfaces (APIs) that make it easy for them to capture and transmit information between browsers. Both getUserMedia and RTCPeerConnection are APIs inside the WebRTC project.

APIs 65

APIs Transportation Engineering Management 65

AWS Machine Learning

FEBRUARY 13, 2023

According to Accenture , companies that manage to efficiently scale AI and ML can achieve nearly triple the return on their investments. An administrator can run the AWS CDK script provided in the GitHub repo via the AWS Management Console or in the terminal after loading the code in their environment.

Scripts 98

Scripts Best practices Transportation Construction 98

JustCall

AUGUST 23, 2022

It is a cloud-based model of delivery that lets the user add video, messaging, and voice features to their existing software using the APIs. It uses the communication Application Programming Interface (APIs) to connect with existing apps and software. APIs these two servers to interact efficiently. Transport and Logistics.

APIs 52

APIs Healthcare Education Transportation 52

Interactions

JUNE 2, 2022

Managing travel credits and refunds . The IVA should be able to send safety protocol details and reminders during key parts of your travelers’ journey to ensure a smooth experience for everyone, like gate information and ground transportation logistics. Guests want to solve their problems with self-service tools.

Self service 62

Self service Transportation Virtual Agent APIs 62

CSM Magazine

APRIL 7, 2022

Sabio Group, the digital customer experience (CX) transformation specialist, is launching a new AI-powered platform aimed at simplifying the management of customer interactions across multiple channels. “That’s where Sabio Console flourishes and has been designed with flexibility and scale in mind.

Customer Experience 52

Customer Experience Transportation Virtual Agent APIs 52

AWS Machine Learning

SEPTEMBER 9, 2022

Its electronic health records, revenue cycle management, and patient engagement tools allow anytime, anywhere access, driving better financial outcomes for its customers and enabling its provider customers to deliver better quality care. Amazon CloudWatch for persistent log management.

Engineering 98

Engineering Healthcare APIs Scripts 98

CSM Magazine

MARCH 20, 2024

For instance, 5G networks and IoT protocols such as MQTT (Message Queuing Telemetry Transport) are critical for real-time data exchange. Encryption techniques like TLS (Transport Layer Security) and robust authentication methods are essential to protect the integrity of transactions.

Transportation 52

Transportation Automotive APIs Entertainment 52

AWS Machine Learning

AUGUST 2, 2023

Marketing – Another use case of image search is digital asset management. In ERP, image data collected from different stages of logistics or supply chain management could include tax receipts, vendor orders, payslips, and more, which need to be automatically categorized for the purview of different teams within the organization.

Enterprise 98

Enterprise Healthcare APIs Big data 98

ConvergeOne

MAY 4, 2021

At its most basic level, CPaaS is simply an API-based model for accessing carrier services and the media processing resources associated with those carrier services. They were able to transport the voice using regular IP-based data networks, like those found in the enterprise AND on the Internet. APIs are like Legos.

APIs 40

APIs Transportation voip Contact Center 40

JivoChat

JULY 28, 2021

If you anticipate your customers sharing personal or financial information via live chat, look for a live chat app that uses transport layer security (TLS) for end-to-end security and a web application firewall. Choose an app that integrates with your CMS , and if applicable, with your CRM and project management platforms. Free Trial.

Sales 52

Sales APIs Chatbots Upselling 52

AWS Machine Learning

OCTOBER 27, 2022

You can access these views from the AWS Management Console within the training job page’s instance metrics hyperlink. For more information, refer to Using the SageMaker Python SDK and Using the Low-Level SageMaker APIs. SageMaker Managed Warm Pools and SageMaker Local Mode cannot currently be used with heterogeneous cluster training.

Scripts 97

Scripts Benchmark Metrics Transportation 97