AWS Machine Learning

JUNE 15, 2022

Let’s take the example of a repository of AWS documents of types User_Guides , Reference_Guides and Release_Notes , regarding compute, storage, and database technologies. Here we know the number of search results in each of the technologies, as well as each of the document types. Prerequisites. Access to AWS CloudShell.

APIs 71

APIs Scripts Technology Engineering 71

AWS Machine Learning

AUGUST 4, 2023

When a version of the model in the Amazon SageMaker Model Registry is approved, the endpoint is exposed as an API with Amazon API Gateway using a custom Salesforce JSON Web Token (JWT) authorizer. frameworks to restrict client access to your APIs. For API Name , leave as default (it’s automatically populated).

APIs 78

APIs Scripts Management Accountability 78

Zingtree

APRIL 14, 2015

We’re proud to announce that we’ve “officially” launched our Agent Scripting for call centers. Also, we’d love to get in touch if you write a blog or enjoy writing about customer service, call center technology, or awesome new companies in our industry. And you know what that means? Press release time !

Scripts 48

Scripts Call Center APIs Analytics 48

AWS Machine Learning

APRIL 29, 2024

This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons. It provides an approachable, robust Python API for the full infrastructure stack of ML/AI, from data and compute to workflows and observability. Vidyasagar has a PhD from the California Institute of Technology.

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AWS Machine Learning

MARCH 23, 2023

Leidos is a FORTUNE 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture.

Scripts 95

Scripts APIs Government Analytics 95

AWS Machine Learning

DECEMBER 21, 2022

A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. The following code snippet shows you how to create a feature group using the Iceberg format and FeatureGroup.create API of the SageMaker SDK. You can find the sample script in GitHub.

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

NOVEMBER 26, 2023

Gartner predicts that “by 2026, more than 80% of enterprises will have used generative AI APIs or models, or deployed generative AI-enabled applications in production environments, up from less than 5% in 2023.” However, scripting appealing subject lines can often be tedious and time-consuming.

Personalization 102

Personalization Customer Experience APIs Entertainment 102

AWS Machine Learning

OCTOBER 25, 2022

Model weights are available via scripts in the GitHub repository , and the MSAs are hosted by the Registry of Open Data on AWS (RODA). We use aws-do-eks , an open-source project that provides a large collection of easy-to-use and configurable scripts and tools to enable you to provision EKS clusters and run your inference.

APIs 76

APIs Scripts Banking Engineering 76

AWS Machine Learning

APRIL 19, 2023

Sportradar is the world’s leading sports technology company, at the intersection between sports, media, and betting. More than 1,700 sports federations, media outlets, betting operators, and consumer platforms across 120 countries rely on Sportradar knowhow and technology to boost their business.

Engineering 75

Engineering APIs Scripts Education 75

AWS Machine Learning

MAY 19, 2023

At the 2022 AWS re:Invent conference in Las Vegas, we demonstrated “Describe for Me” at the AWS Builders’ Fair, a website which helps the visually impaired understand images through image caption, facial recognition, and text-to-speech, a technology we refer to as “Image to Speech.”

APIs 89

APIs Scripts Engineering Best practices 89

AWS Machine Learning

MAY 5, 2023

Therefore, users without ML expertise can enjoy the benefits of a custom labels model through an API call, because a significant amount of overhead is reduced. A Python script is used to aid in the process of uploading the datasets and generating the manifest file. then((response) => { resolve(Buffer.from(response.data, "binary").toString("base64"));

Engineering 101

Engineering APIs Scripts Enterprise 101

TeleDirect

DECEMBER 4, 2023

Their innovative APIs and cloud connection services are the perfect tools to improve our fantastic call centers. Plus, we develop unique scripts for our agents with your unique verbiage and branding, providing a more cohesive experience for your clients and leads. That’s why we became Twilio help desk partners.

Customer Service 62

Customer Service APIs call center solutions Contact Center 62

AWS Machine Learning

APRIL 29, 2024

To further amplify the efficiency of our CPT process, we collaborated with the Trainium team, using their cutting-edge technology to enhance a Llama 2 [4] model using a PubMed dataset [2] comprising 88 billion tokens. Now you can launch a training job to submit a model training script as a slurm job. Shamane Siri Ph.D.

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AWS Machine Learning

OCTOBER 2, 2023

For this we use AWS Step Functions , a serverless workflow service that provides us with API integrations to quickly orchestrate and visualize the steps in our workflow. Use the scripts created in step one as part of the processing and training steps. We started by creating command line scripts from the experiment code.

Scripts 92

Scripts Construction Engineering APIs 92

AWS Machine Learning

MAY 23, 2023

The seeds of a machine learning (ML) paradigm shift have existed for decades, but with the ready availability of virtually infinite compute capacity, a massive proliferation of data, and the rapid advancement of ML technologies, customers across industries are rapidly adopting and using ML technologies to transform their businesses.

APIs 91

APIs Accountability Construction Management 91

AWS Machine Learning

JULY 5, 2022

Lifecycle configurations (LCCs) are shell scripts to automate customization for your Studio environments, such as installing JupyterLab extensions, preloading datasets, and setting up source code repositories. LCC scripts are triggered by Studio lifecycle events, such as starting a new Studio notebook. Apply the script (see below).

Scripts 80

Scripts Engineering APIs Consulting 80

AWS Machine Learning

AUGUST 21, 2023

These perspectives range from medical, technological, legal, and the most important perspective—the patient’s. You also use a custom inference script to do the predictions within the container. Here, you supply the same model_name used in the create_model API call.

Healthcare 76

Healthcare APIs Scripts Finance 76

AWS Machine Learning

MARCH 21, 2023

Therefore, organizations have adopted technology best practices, including microservice architecture, MLOps, DevOps, and more, to improve delivery time, reduce defects, and increase employee productivity. We use the get_file API function to pull files from the CodeCommit repository into the Data Wrangler environment. Choose Preview.

Scripts 62

Scripts Banking APIs Best practices 62

Nexmo

MAY 1, 2020

Technology Background. A Vonage APIs (formerly Nexmo) account. Express web service, using the Vonage Voice API to answer the call and return a Nexmo Call Control Object (NCCO) telling the API to use text-to-speech to speak a phrase and then wait for user input via the phone keypad. Vonage APIs Setup. Application.

APIs 77

APIs Interactive Voice Response Accountability Scripts 77

AWS Machine Learning

AUGUST 30, 2023

In order to run inference through SageMaker API, make sure to pass the Predictor class. pre_trained_model = Model( image_uri=deploy_image_uri, model_data=pre_trained_model_uri, role=aws_role, predictor_cls=Predictor, name=pre_trained_name, env=large_model_env, ) # Deploy the pre-trained model.

Healthcare 111

Healthcare APIs Metrics Scripts 111

AWS Machine Learning

AUGUST 10, 2022

Test the new custom model using the automatically generated API endpoint. Rekognition Custom Labels also provides the API calls for starting, using, and stopping your model. When the model is in the Running state, you can use the sample testing script analyzeImage.py Download this script from of the GitHub repo.

Scripts 77

Scripts APIs Enterprise Analytics 77

AWS Machine Learning

MAY 17, 2023

The events trigger Lambda functions to make API calls to Amazon Transcribe and invoke the real-time endpoint hosting the Flan T5 XL model. Once created, the endpoint can be invoked with the InvokeEndpoint API. The solution can be deployed with other FMs available on JumpStart.

APIs 70

APIs Scripts Engineering Management 70

Inbenta

SEPTEMBER 4, 2018

Most AI providers offer their enterprise technology through Software as a Service, so in many cases, having the entire AI software in your servers is not possible — or even desirable. When you do include those external scripts, use a Subresource Integrity with your “ ” or “ ” tags to external sources.

Chatbots 58

Chatbots APIs Scripts Enterprise 58

aircall

JUNE 11, 2021

Environment — surroundings, technology, and other outside influences. Voice communication has evolved from telegraph technology to cloud technology with a lot of experiments, patents, and mergers along the way. 1877 — Telephone exchanges using analog and PBX technology were invented, enabling long-distance calling capabilities.

voip 62

voip APIs Call Center Telecommunications 62

AWS Machine Learning

MARCH 20, 2023

Overview of the technology EC2 C6i instances are powered by third-generation Intel Xeon Scalable processors (also called Ice Lake) with an all-core turbo frequency of 3.5 Use the supplied Python scripts for quantization. Run the provided Python test scripts to invoke the SageMaker endpoint for both INT8 and FP32 versions.

Calibration 78

Calibration Scripts Benchmark APIs 78

AWS Machine Learning

NOVEMBER 21, 2023

REGION.amazonaws.com/sagemaker-matlab-training-r2023a:latest Open MATLAB and open the live script called PumpFaultClassificationMATLABSageMaker.mlx in folder examples/PumpFaultClassification. The training function should be provided at the bottom of the MATLAB live script. amazonaws.com docker push ACCOUNT.dkr.ecr.

Engineering 87

Engineering APIs Scripts Automotive 87

AWS Machine Learning

OCTOBER 4, 2022

Developers usually test their processing and training scripts locally, but the pipelines themselves are typically tested in the cloud. Writing the scripts to transform the data is typically an iterative process, where fast feedback loops are important to speed up development. Build your pipeline.

Scripts 72

Scripts Engineering Management APIs 72

Inbenta

SEPTEMBER 4, 2018

Most AI providers offer their enterprise technology through Software as a Service, so in many cases, having the entire AI software in your servers is not possible — or even desirable. When possible, include and host all necessary scripts in your secured web server. Secure your access to RESTful API services.

Chatbots 40

Chatbots APIs Scripts Enterprise 40

AWS Machine Learning

AUGUST 3, 2023

Finally, we show how you can integrate this car pose detection solution into your existing web application using services like Amazon API Gateway and AWS Amplify. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application. iterdir(): if p_file.suffix == ".pth":

APIs 63

APIs Scripts Engineering Technical Support 63

AWS Machine Learning

FEBRUARY 8, 2024

As AI technology continues to evolve, the capabilities of generative AI agents are expected to expand, offering even more opportunities for customers to gain a competitive edge. These managed agents play conductor, orchestrating interactions between FMs, API integrations, user conversations, and knowledge sources loaded with your data.

APIs 121

APIs Scripts Enterprise Management 121

AWS Machine Learning

AUGUST 3, 2023

AWS intelligent document processing (IDP), with AI services such as Amazon Textract , allows you to take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from any scanned document or image. Traditional document processing solutions are manual, expensive, error prone, and difficult to scale.

APIs 75

APIs Banking Enterprise Construction 75

The Northridge Group

MAY 2, 2023

Will, and How, This New Technology Model Help Contact Centers? For the past several months the technology conversation has been dominated by the emergence of ChatGPT, first GPT-3, then GPT-3.5, This technology equips ChatGPT to hold conversations about almost anything without any prior programming or configuration.

Contact Center 67

Contact Center B2C Chatbots B2B 67

AWS Machine Learning

JUNE 10, 2022

A wide body of research highlights the importance of assistive technologies for the inclusion of people with disabilities in society. Generally speaking, the SDK for JavaScript provides access to AWS services in either browser scripts or Node.js; for this sample project, the SDK is used in browser scripts.

Scripts 75

Scripts APIs Accountability Engineering 75

AWS Machine Learning

APRIL 11, 2023

In the post Secure Amazon SageMaker Studio presigned URLs Part 2: Private API with JWT authentication , we demonstrated how to build a private API to generate Amazon SageMaker Studio presigned URLs that are only accessible by an authenticated end-user within the corporate network from a single account.

APIs 70

APIs Accountability Scripts Enterprise 70

NobelBiz

FEBRUARY 15, 2023

Key Points CCaaS is paramount to successfully add a new communication channel You must consider the tone, scripts and pace of new channels Your Call Center must track the right KPIs for every new channel How to add a new communication channel in a call center? This can take the form of training on technology skills and tactics.

Call Center 52

Call Center Scripts Average Handle Time Customer effort 52

Call Experts

AUGUST 12, 2021

In addition, with Call Experts’ newest features and capabilities, we can integrate and work directly via an API connection. . First, our agents and automated technologies seamlessly connect to your SalesForce to pull your customer data directly into your system. Then, after building your script, we can start the integration.

Contact Center 52

Contact Center APIs CRM Scripts 52

AWS Machine Learning

NOVEMBER 16, 2022

Automated deployment options have been improved and simplified using Kustomize scripts and Helm charts. This script automates creation of the following AWS resources: VPCs and EKS clusters. Kubeflow on AWS 1.6.1 Amazon Simple Storage Service (Amazon S3) buckets. Install Kubeflow deployments either using Helm charts or Kustomize.

Metrics 67

Metrics Scripts Enterprise APIs 67