AWS Machine Learning

APRIL 22, 2024

While ESG remains a key aspect of sustainability, tapping into industry-specific expertise across sectors such as energy , supply chain , and manufacturing, transportation, or agriculture can uncover diverse generative AI for sustainability use cases tailored to your business’s applications.

Best practices 119

Best practices Benchmark Transportation Engineering 119

AWS Machine Learning

OCTOBER 4, 2022

In short, the service delivers all the science, data handling, and resource management into a simple API call. Regardless of the transport mechanism used, we now outline the kind of data Forecast needs and how data is defined, prepared, and extracted. In the section that follows, we describe how to import data into Forecast.

APIs 74

APIs Analytics Transportation Metrics 74

AWS Machine Learning

NOVEMBER 14, 2024

The user’s request is sent to AWS API Gateway , which triggers a Lambda function to interact with Amazon Bedrock using Anthropic’s Claude Instant V1 FM to process the user’s request and generate a natural language response of the place location. It will then return the place name with the highest similarity score.

APIs 94

APIs Engineering Personalization Transportation 94

AWS Machine Learning

MARCH 6, 2023

Best practices We discuss the following best practices in this post: Compute – SageMaker Training is a great API to launch CPU dataset preparation jobs and thousand-scale GPU jobs. The SageMaker jobs APIs, namely SageMaker Training and SageMaker Processing, excel for this type of tasks.

Best practices 82

Best practices APIs Transportation Scripts 82

AWS Machine Learning

JUNE 28, 2022

Amazon Forecast is a time-series forecasting service based on machine learning (ML) and built for business metrics analysis. JumpStart features aren’t available in SageMaker notebook instances, and you can’t access them through SageMaker APIs or the AWS Command Line Interface (AWS CLI). Solution overview. Launch the solution.

Metrics 76

Metrics Healthcare Transportation Accountability 76

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 76

Transportation APIs Big data Wireless 76

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. Webhooks API. Webhooks API. $19/user/month, JavaScript API. JavaScript API. Upselling/cross-selling.

Sales 52

Sales APIs Chatbots Upselling 52

ViiBE Blog

JULY 30, 2021

Automotive , Construction , Energy , Insurance , Retail , SMB , Transport. The most desired and beneficial features of successful contact centers are: interactive voice response customer experience recording advanced analytics and reporting embedded CRM API integrations. ViiBE Blog. What is a contact center? Natalia Barszcz.

Contact Center 52

Contact Center Automotive Transportation Construction 52

AWS Machine Learning

OCTOBER 27, 2022

The quick way to identify a CPU bottleneck is to monitor CPU and GPU utilization metrics for SageMaker training jobs in Amazon CloudWatch. You can access these views from the AWS Management Console within the training job page’s instance metrics hyperlink. Pick the relevant metrics and switch from 5-minute to 1-minute resolution.

Scripts 69

Scripts Benchmark Metrics Transportation 69

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 75

Engineering Healthcare APIs Scripts 75

JivoChat

JULY 29, 2021

As users move through your site, chatbots record page visits, clicks, time on page, and other metrics that can help you offer a better user experience and increase conversions. Look for chatbot software that includes Transport Layer Security (TLS) that encrypts data during transfer, and a Web Application Firewall. Webhooks API.

Chatbots 52

Chatbots Sales APIs Enterprise 52

AWS Machine Learning

DECEMBER 13, 2024

With SageMaker JumpStart, you can evaluate, compare, and select foundation models (FMs) quickly based on predefined quality and responsibility metrics to perform tasks such as article summarization and image generation. Crystal shares CWICs core functionalities but benefits from broader data sources and API access.

Analytics 65

Analytics Management Accountability Engineering 65

AWS Machine Learning

JANUARY 26, 2024

Conversely, the data in your model may be extremely sensitive and highly regulated, so deviation from AWS Key Management Service (AWS KMS) customer managed key (CMK) rotation and use of AWS Network Firewall to help enforce Transport Layer Security (TLS) for ingress and egress traffic to protect against data exfiltration may be an unacceptable risk.

Best practices 130

Best practices Government Engineering Accountability 130

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. of the call center professionals surveyed agreed that customer satisfaction is the most critical metric they need to track.

virtual call center 52

virtual call center call center solutions Call Center call center software 52

AWS Machine Learning

JANUARY 15, 2025

We want this error metric to be low to make sure that our model actually learned the routing pattern of the network under varying demands and a dynamic topology. Although this is not as critical as the second metric, its nonetheless important to address over-predictions because they slow down maintenance operations.

Transportation 87

Transportation Airlines Telecommunications Construction 87