AWS Machine Learning

JULY 19, 2022

Over the last few years, online education platforms have seen an increase in adoption of and an uptick in demand for video-based learnings because it offers an effective medium to engage learners. Subtitle creation on video content can be challenging because the translated speech doesn’t match the original speech timing.

Engineering 98

Engineering APIs Education 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 117

Scripts APIs Government Analytics 117

AWS Machine Learning

JUNE 15, 2022

Edge is a term that refers to a location, far from the cloud or a big data center, where you have a computer device (edge device) capable of running (edge) applications. How do I eliminate the need of installing a big framework like TensorFlow or PyTorch on my restricted device? Edge computing. or Where is tool B?

Transportation 96

Transportation APIs Big data Wireless 96

AWS Machine Learning

NOVEMBER 27, 2023

Most real-world data exists in unstructured formats like PDFs, which requires preprocessing before it can be used effectively. According to IDC , unstructured data accounts for over 80% of all business data today. This includes formats like emails, PDFs, scanned documents, images, audio, video, and more.

Engineering 100

Engineering APIs Big data Accountability 100

AWS Machine Learning

AUGUST 2, 2023

It can also be used to power stimulating experiences in the metaverse or augmented reality and immersive content including video games. Although we can use this pre-trained model directly, we can also customize the model to fit domain-specific datasets, more data types such as video or spatial data, and unique use cases.

Enterprise 94

Enterprise Healthcare APIs Big data 94

AWS Machine Learning

AUGUST 3, 2023

Amazon Rekognition is a fully managed service that can perform CV tasks like object detection, video segment detection, content moderation, and more to extract insights from data without the need of any prior ML experience. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application.

APIs 84

APIs Scripts Engineering Technical Support 84

AWS Machine Learning

JUNE 3, 2024

You can change the configuration later from the SageMaker Canvas UI or using SageMaker APIs. To learn more about SageMaker Data Wrangler in SageMaker Canvas, refer to Prepare Data. You can also refer to the following YouTube video to learn more about the end-to-end ML workflow with SageMaker Canvas. Choose Deploy.

Surveys 121

Surveys Metrics Analytics Engineering 121

AWS Machine Learning

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. SIMD describes computers with multiple processing elements that perform the same operation on multiple data points simultaneously.

Benchmark 105

Benchmark Banking Analytics Big data 105

AWS Machine Learning

SEPTEMBER 9, 2022

Prior to our adoption of Kubeflow on AWS, our data scientists used a standardized set of tools and a process that allowed flexibility in the technology and workflow used to train a given model. This means that user access can be controlled on the Kubeflow UI but not over the Kubernetes API via Kubectl.

Engineering 96

Engineering Healthcare APIs Scripts 96

Hodusoft

AUGUST 30, 2022

Businesses of every size, type, and industry can benefit from using cloud services for a variety of reasons such as: Data backup Software development and testing Email Disaster recovery Virtual desktops Big data analytics Customer-facing web applications, and more. The most popular cloud-based services: UCaaS, CCaas, and CPaaS.

Interactive Voice Response 52

Interactive Voice Response APIs Contact Center voip 52

Natalie Petouhof

FEBRUARY 24, 2016

Big Data & Analytics. Nova provides image generation capabilities (platform and toolset) as a service, APIs to allow customers to create film-quality 3D assets, video and static advertising imagery enabling the delivery of highly personalized and interactive videos to customers. Their areas of focus are: .

Government 40

Government Consulting Consulting Analytics 40

Balto

JANUARY 14, 2025

But modern analytics goes beyond basic metricsit leverages technologies like call center data science, machine learning models, and big data to provide deeper insights. Predictive Analytics: Uses historical data to forecast future events like call volumes or customer churn. What is contact center big data analytics?

Call Center 52

Call Center Analytics Average Handle Time Big data 52

AWS Machine Learning

DECEMBER 1, 2022

The statement labeled RemoveErrorMessagesFromConsole can be removed without affecting the ability to get into Studio, but will result in API errors on the console UI. In his spare time, he enjoys playing video games, programming, watching sports, and building things. Ram Vittal is a Principal ML Solutions Architect at AWS.

Management 95

Management Government Enterprise APIs 95

Talkdesk

JANUARY 16, 2018

With technological advancements in speech recognition, artificial intelligence and big data, the spoken words in those calls can now be used to elicit actionable insights from spoken information. Predicting customer behavior based on spoken interactions provides contact centers with a powerful tool to drive greater business results.

Analytics 40

Analytics Call Center Customer centricity Construction 40

Talkdesk

JANUARY 16, 2018

With technological advancements in speech recognition, artificial intelligence and big data, the spoken words in those calls can now be used to elicit actionable insights from spoken information. Predicting customer behavior based on spoken interactions provides contact centers with a powerful tool to drive greater business results.

Analytics 40

Analytics Call Center Customer centricity Construction 40

Enghouse Interactive

JULY 10, 2018

Use images and Videos. Screenshots and videos can be a helpful way to guide your members through a particular process, especially if what they are looking to do requires multiple steps. For Partner Colorado, Enghouse’s use of open APIs allows integration with the in-house CRM. Knowledge based and FAQ’s are not a one and done.

Self service 40

Self service CRM Contact Center Analytics 40

AWS Machine Learning

OCTOBER 16, 2024

With a growing library of long-form video content, DPG Media recognizes the importance of efficiently managing and enhancing video metadata such as actor information, genre, summary of episodes, the mood of the video, and more. DPG Media’s VTM GO platform alone offers over 500 days of non-stop content.

Engineering 117

Engineering Metrics APIs Big data 117

AWS Machine Learning

NOVEMBER 27, 2024

Enterprises are facing challenges in accessing their data assets scattered across various sources because of increasing complexities in managing vast amount of data. Traditional search methods often fail to provide comprehensive and contextual results, particularly for unstructured data or complex queries.

Enterprise 106

Enterprise APIs Accountability Engineering 106

AWS Machine Learning

MAY 9, 2025

We use Amazon Bedrock , a fully managed service that provides access to leading foundation models (FMs) through a unified API, to demonstrate how to build and deploy this marketing intelligence solution. Connect to social media platform APIs. Set up your data storage system. Configure real-time data streaming.

Marketing 63

Marketing Entertainment Construction APIs 63