AWS Machine Learning

JULY 30, 2024

Web crawler for knowledge bases With a web crawler data source in the knowledge base, you can create a generative AI web application for your end-users based on the website data you crawl using either the AWS Management Console or the API. Hardik shares his knowledge at various conferences and workshops.

APIs 122

APIs Enterprise Analytics Management 122

AWS Machine Learning

FEBRUARY 11, 2025

First we discuss end-to-end large-scale data integration with Amazon Q Business, covering data preprocessing, security guardrail implementation, and Amazon Q Business best practices. Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely.

Enterprise 101

Enterprise Engineering APIs Best practices 101

AWS Machine Learning

NOVEMBER 18, 2022

And last but never least, we have exciting workshops and activities with AWS DeepRacer—they have become a signature event! Workshops – Hands-on learning opportunities where, in the course of 2 hours, you’ll be able to build a solution to a problem, understand the inner workings of the resulting infrastructure, and cross-service interaction.

Contact Center 98

Contact Center Engineering Analytics APIs 98

AWS Machine Learning

JUNE 12, 2023

In this post, we present a guide and best practices on training large language models (LLMs) using the Amazon SageMaker distributed model parallel library to reduce training time and cost. Next, we can move the input tensors to the GPU used by the current process using the torch.cuda.set_device API followed by the.to() API call.

Best practices 96

Best practices APIs Engineering Analytics 96

AWS Machine Learning

SEPTEMBER 8, 2023

The workshop Use machine learning to automate and process documents at scale is a good starting point to learn more about customizing workflows and using the other sample workflows as a base for your own. As a next step you can start to modify the workflow, add information to the documents in the search index and explore the IDP workshop.

Construction 130

Construction Metrics Best practices APIs 130

AWS Machine Learning

SEPTEMBER 11, 2023

IaC ensures that customer infrastructure and services are consistent, scalable, and reproducible while following best practices in the area of development operations (DevOps). This is required to communicate with the SageMaker API. SageMaker runtime: com.amazonaws.region.sagemaker.runtime.

Scripts 121

Scripts APIs Management Best practices 121

ConvergeOne

DECEMBER 7, 2021

The underlying technologies of composability include some combination of artificial intelligence (AI), machine learning, automation, container-based architecture, big data, analytics, low-code and no-code development, Agile/DevOps deployment, cloud delivery, and applications with open APIs (microservices).

APIs 79

APIs Big data Analytics Self service 79

AWS Machine Learning

SEPTEMBER 26, 2024

This text-to-video API generates high-quality, realistic videos quickly from text and images. Set up the cluster To create the SageMaker HyperPod infrastructure, follow the detailed intuitive and step-by-step guidance for cluster setup from the Amazon SageMaker HyperPod workshop studio. Then manually delete the SageMaker notebook.

Scripts 118

Scripts APIs Metrics Management 118

AWS Machine Learning

SEPTEMBER 18, 2023

It has APIs for common ML data preprocessing operations like parallel transformations, shuffling, grouping, and aggregations. It provides simple drop-in replacements for XGBoost’s train and predict APIs while handling the complexities of distributed data management and training under the hood.

Scripts 129

Scripts APIs Government Construction 129

AWS Machine Learning

MARCH 13, 2023

Using the SageMaker Inference Toolkit in building the Docker image allows us to easily use best practices for model serving and achieve low-latency inference. Finally, we use Amazon API Gateway as a way of integrating with our front end, the Ground Truth labeling application, to provide secure authentication to our backend.

Metrics 97

Metrics APIs Feedback Best practices 97

ConvergeOne

NOVEMBER 9, 2021

Get your company DNS records configured for the Avaya Cloud and its Apple Push Notification, API. It means being willing to review and appropriately adopt new best practices as they become available. Maybe it’s professional services to help deploy and configure to current best practices. And so on, and on, and on.

Best practices 74

Best practices Finance APIs Enterprise 74

AWS Machine Learning

AUGUST 1, 2023

Furthermore, proprietary models typically come with user-friendly APIs and SDKs, streamlining the integration process with your existing systems and applications. It offers an easy-to-use API and Python SDK, balancing quality and affordability. As a best practice, let’s save our work for future use.

Healthcare 98

Healthcare APIs Scripts Best practices 98

AWS Machine Learning

JULY 31, 2023

He designs modern application architectures based on microservices, serverless, APIs, and event-driven patterns. He works with customers to realize their data analytics and machine learning goals through adoption of DataOps and MLOps practices and solutions. Machine Learning Solutions Architect based in Florida, US.

Metrics 98

Metrics Engineering Accountability Telecommunications 98

AWS Machine Learning

JUNE 3, 2024

You can change the configuration later from the SageMaker Canvas UI or using SageMaker APIs. Staying up to date with the latest developments and best practices can be challenging, especially in a public forum. To explore more about SageMaker Canvas with industry-specific use cases, explore a hands-on workshop.

Surveys 123

Surveys Metrics Engineering Analytics 123

Livepro

OCTOBER 2, 2018

Thanks for the question, it’s something our clients have been asking for and indeed with the next release, livepro will be launching a data API. This API will offer our clients the ability to connect the valuable insights with the QuickSight solution through AWS Athena to start producing easy to manage and use Dashboards.

APIs 40

APIs Best practices Management Customer Service 40

ConvergeOne

DECEMBER 7, 2021

The underlying technologies of composability include some combination of artificial intelligence (AI), machine learning, automation, container-based architecture, big data, analytics, low-code and no-code development, Agile/DevOps deployment, cloud delivery, and applications with open APIs (microservices).

APIs 40

APIs Big data Analytics Self service 40

ConvergeOne

NOVEMBER 9, 2021

Get your company DNS records configured for the Avaya Cloud and its Apple Push Notification, API. It means being willing to review and appropriately adopt new best practices as they become available. Maybe it’s professional services to help deploy and configure to current best practices. And so on, and on, and on.

Best practices 40

Best practices Finance APIs Enterprise 40

AWS Machine Learning

NOVEMBER 19, 2024

Workshops – In these hands-on learning opportunities, in 2 hours, you’ll be able to build a solution to a problem, and understand the inner workings of the resulting infrastructure and cross-service interaction. Builders’ sessions – These highly interactive 60-minute mini-workshops are conducted in small groups of fewer than 10 attendees.

APIs 106

APIs Enterprise Best practices Government 106

AWS Machine Learning

NOVEMBER 22, 2023

Workshops – In these hands-on learning opportunities, in the course of 2 hours, you’ll be able to build a solution to a problem, and understand the inner workings of the resulting infrastructure and cross-service interaction. Bring your laptop and be ready to learn! Reserve your seat now! Reserve your seat now! Reserve your seat now!

Engineering 136

Engineering Best practices APIs Government 136

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 136

Best practices Government Engineering Accountability 136

NobelBiz

JUNE 26, 2023

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. Watch our free, on-demand workshop about How to Boost Outbound Efficiency While Remaining TCPA Compliant.

Call Center 52

Call Center Interactive Voice Response call center software Contact Center 52

AWS Machine Learning

MARCH 19, 2024

The user can use the Amazon Recognition DetectText API to extract text data from these images. Because the Python example codes were saved as a JSON file, they were indexed in OpenSearch Service as vectors via an OpenSearchVevtorSearch.fromtexts API call. About the authors Julia Hu is a Sr.

Construction 135

Construction Scripts APIs Enterprise 135

AWS Machine Learning

SEPTEMBER 18, 2024

From our experience, artifact server has some limitations, such as limits on artifact size (because of sending it using REST API). Environment variables : Set environment variables, such as model paths, API keys, and other necessary parameters. The main parts we use are tracking the server and model registry.

APIs 119

APIs Engineering Analytics Marketing 119

AWS Machine Learning

DECEMBER 13, 2022

In this post, we outline five best practices to get started with Amazon Forecast , and apply the power of highly-accurate machine learning (ML) forecasting to your business. Five best practices when getting started with Forecast. We can also offer workshops to assist you in learning how to use Forecast.

Best practices 99

Best practices APIs Marketing Call Center 99

AWS Machine Learning

OCTOBER 21, 2024

In Part 1 of this series, we explored best practices for creating accurate and reliable agents using Amazon Bedrock Agents. The agent can use company APIs and external knowledge through Retrieval Augmented Generation (RAG). If you already have an OpenAPI schema for your application, the best practice is to start with it.

Best practices 96

Best practices APIs Entertainment Construction 96

AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

APIs 86

APIs Accountability Engineering Enterprise 86

AWS Machine Learning

JANUARY 22, 2025

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case.

Management 110

Management Engineering APIs Accountability 110

AWS Machine Learning

JANUARY 21, 2025

Its a best practice to have bounds rather than a single prediction point so that you can pick whichever fits best your use case. To get started, you can review the workshop Amazon SageMaker Canvas Immersion Day. SageMaker Canvas provides results for all upper bound, lower bound, and expected forecast.

Metrics 101

Metrics Enterprise Sales APIs 101