AWS Machine Learning

FEBRUARY 11, 2025

Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. For example, the Datastore API might require certain input like date periods to query data. Configure IAM Identity Center You can only have one IAM Identity Center instance per account.

Enterprise 86

Enterprise Engineering APIs Best practices 86

AWS Machine Learning

NOVEMBER 17, 2023

The action is an API that the model can invoke from an allowed set of APIs. Action groups are mapped to an AWS Lambda function and related API schema to perform API calls. Customers converse with the bot in natural language with multiple steps invoking external APIs to accomplish subtasks.

APIs 105

APIs Customer Service Construction Analytics 105

AWS Machine Learning

JULY 3, 2024

Solution overview Knowledge Bases for Amazon Bedrock allows you to configure your RAG applications to query your knowledge base using the RetrieveAndGenerate API , generating responses from the retrieved information. If you want to follow along in your AWS account, download the file. Each medical record is a Word document.

APIs 124

APIs Banking Metrics Management 124

AWS Machine Learning

MAY 1, 2024

For interacting with AWS services, the AWS Amplify JS library for React simplifies the authentication, security, and API requests. The backend uses several serverless and event-driven AWS services, including AWS Step Functions for low-code workflows, AWS AppSync for a GraphQL API, and Amazon Translate. 1 – Translating a document.

APIs 118

APIs Construction Best practices Technology 118

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 129

Engineering Best practices APIs Government 129

AWS Machine Learning

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. System integration – Agents make API calls to integrated company systems to run specific actions.

APIs 136

APIs Scripts Enterprise Management 136

AWS Machine Learning

SEPTEMBER 17, 2024

This enables a RAG scenario with Amazon Bedrock by enriching the generative AI prompt using Amazon Bedrock APIs with your company-specific data retrieved from the OpenSearch Serverless vector database. The user can also directly submit prompt requests to API Gateway and obtain a response.

APIs 86

APIs Chatbots Management Accountability 86

AWS Machine Learning

MARCH 18, 2025

Prerequisites To create this solution, complete the following prerequisites: Sign up for an AWS account if you dont already have one. Start learning with these interactive workshops. Solution overview This solution is primarily based on the following services: Foundational model We use Anthropics Claude 3.5 Sonnet on Amazon Bedrock.

Enterprise 92

Enterprise Chatbots Engineering Metrics 92

AWS Machine Learning

JANUARY 5, 2024

Wipro has used the input filter and join functionality of SageMaker batch transformation API. The response is returned to Lambda and sent back to the application through API Gateway. Use QuickSight refresh dataset APIs to automate the spice data refresh. It helped enrich the scoring data for better decision making.

Management 129

Management APIs Engineering Government 129

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. None What is the balance for the account 1234?

Best practices 94

Best practices APIs Metrics Accountability 94

AWS Machine Learning

JUNE 28, 2023

Solution overview Amazon Rekognition and Amazon Comprehend are managed AI services that provide pre-trained and customizable ML models via an API interface, eliminating the need for machine learning (ML) expertise. The RESTful API will return the generated image and the moderation warnings to the client if unsafe information is detected.

APIs 95

APIs Advertising Engineering Construction 95

AWS Machine Learning

MAY 25, 2023

We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. We implement a chatbot application in Streamlit which invokes the function via the API Gateway and the function does a similarity search in the OpenSearch Service index for the embeddings of user question.

APIs 88

APIs Enterprise Accountability Chatbots 88

AWS Machine Learning

OCTOBER 29, 2024

A multi-account strategy is essential not only for improving governance but also for enhancing security and control over the resources that support your organization’s business. In this post, we dive into setting up observability in a multi-account environment with Amazon SageMaker.

Government 92

Government Metrics Accountability APIs 92

AWS Machine Learning

OCTOBER 6, 2022

To classify and extract information needed to validate information in accordance with a set of configurable funding rules, Informed uses a series of proprietary rules and heuristics, text-based neural networks, and image-based deep neural networks, including Amazon Textract OCR via the DetectDocumentText API and other statistical models.

APIs 83

APIs Banking SaaS Engineering 83

AWS Machine Learning

JUNE 20, 2024

Giving more power to the user comes on account of simple user experience (UX). For example, it can be used for API access, building JSON data, and more. This workshop is divided into modules that each build on the previous while introducing a new technique to solve this problem.

Construction 101

Construction APIs Metrics Engineering 101

AWS Machine Learning

SEPTEMBER 11, 2023

You must also associate a security group for your VPC with these endpoints to allow all inbound traffic from port 443: SageMaker API: com.amazonaws.region.sagemaker.api. This is required to communicate with the SageMaker API. SageMaker runtime: com.amazonaws.region.sagemaker.runtime.

Scripts 115

Scripts APIs Management Best practices 115

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 123

Construction Metrics Best practices APIs 123

AWS Machine Learning

AUGUST 9, 2024

Learn more about prompt engineering and generative AI-powered Q&A in the Amazon Bedrock Workshop. Account Manager with nearly two decades of experience in the technology industry, specializing in sales and data center strategy. For technical support or to contact AWS generative AI specialists, visit the GenAIIC webpage.

Government 121

Government Healthcare Construction Engineering 121

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 120

Scripts APIs Government Construction 120

AWS Machine Learning

OCTOBER 4, 2022

In short, the service delivers all the science, data handling, and resource management into a simple API call. After data has been imported, highly accurate time series models are created simply by calling an API. This step is encapsulated inside a Step Functions state machine that initiates the Forecast API to start model training.

APIs 86

APIs Analytics Transportation Metrics 86

AWS Machine Learning

JULY 31, 2023

Prerequisites If you would like to implement all or some of the tasks described in this post, you need an AWS account with access to SageMaker Canvas. It offers a more nuanced evaluation, taking into account the trade-off between true positive rate and false positive rate at various classification thresholds.

Metrics 91

Metrics Engineering Accountability Telecommunications 91

ConvergeOne

NOVEMBER 9, 2021

The managers of these two accounts briefed me with the same thing I hear all the time: “My customer is rolling out Microsoft Teams.” Get your company DNS records configured for the Avaya Cloud and its Apple Push Notification, API. WORKSHOP] CREATE YOUR PATH TO MODERNIZATION. Of course they are. And so on, and on, and on.

Best practices 74

Best practices Finance APIs Enterprise 74

AWS Machine Learning

JUNE 6, 2023

Prerequisites Make sure you meet the following prerequisites: You have an AWS account. When selecting the AMI, follow the release notes to run this command using the AWS Command Line Interface (AWS CLI) to find the AMI ID to use in us-west-2 : #STEP 1.2 - This requires AWS CLI credentials to call ec2 describe-images api (ec2:DescribeImages).

Scripts 80

Scripts APIs Benchmark Management 80

AWS Machine Learning

SEPTEMBER 29, 2022

The solution workflow contains the following steps: The admin deploys the QnABot solution into their AWS account, opens the Content Designer UI, and uses Amazon Cognito to authenticate. The admin configures questions and answers in the Content Designer, and the UI sends requests to Amazon API Gateway to save the questions and answers.

Virtual Agent 78

Virtual Agent Call flow Interactive Voice Response Contact Center 78

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. Popular uses include generating marketing copy, powering chatbots, and text summarization.

Healthcare 85

Healthcare APIs Scripts Best practices 85

CSM Magazine

APRIL 23, 2021

The statement describes an outcome, and the company’s newest services—like banking accounts designed for people who live, work and travel all around the world—tightly align to that outcome. Co-creation workshops are hugely valuable because they bring the perspective of end users into the design process at the conceptual stage.

Entertainment 52

Entertainment APIs Banking Customer centricity 52

AWS Machine Learning

JUNE 3, 2024

You can change the configuration later from the SageMaker Canvas UI or using SageMaker APIs. To explore more about SageMaker Canvas with industry-specific use cases, explore a hands-on workshop. obs_consequence Have you heard of or observed negative consequences for coworkers with mental health conditions in your workplace?

Surveys 109

Surveys Metrics Analytics Engineering 109

SmartKarrot

JUNE 14, 2023

Promoting client adoption, re-engagement, and satisfaction for the designated book of accounts. Showcase our solutions to customers, respond to their unique API questions, and (if necessary) refer them to our API tech specialist. If necessary, do follow-up or refresher training.

APIs 19

APIs Construction Upselling Accountability 19

ConvergeOne

NOVEMBER 9, 2021

The managers of these two accounts briefed me with the same thing I hear all the time: “My customer is rolling out Microsoft Teams.” Get your company DNS records configured for the Avaya Cloud and its Apple Push Notification, API. I had conversations with two different customers that started out exactly the same. Of course they are.

Best practices 40

Best practices Finance APIs Enterprise 40

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. The CUDA API and SDK were first released by NVIDIA in 2007. GPU PBAs, 4% other PBAs, 4% FPGA, and 0.5%

Benchmark 93

Benchmark Banking Analytics Big data 93

Hodusoft

JULY 3, 2024

6 Onboarding and Support Enterprise contact center software provides personalized onboarding, training and workshops, dedicated account manager, and ongoing support. 8×8 8×8 is an excellent enterprise contact center software provider that combines contact center, voice, video, chat, and enterprise API solutions.

Contact center software 52

Contact center software Enterprise Contact Center Interactive Voice Response 52

LiveChat

MAY 25, 2018

Anyone who has a Printful account is welcome to join and ask or answer questions, and share their experiences or advice with others. In fact, social media accounts that are updated at least once a day can expect a significant increase in brand awareness, user engagement, and traffic. And then get to writing! abandoned cart reminders.

Accountability 28

Accountability Personalization APIs Customer retention 28

NobelBiz

JUNE 26, 2023

Example 2: Health Insurance Portability and Accountability Act (HIPAA) For call centers dealing with healthcare information, maintaining compliance with HIPAA is a major challenge. 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

JANUARY 26, 2024

In addition to awareness, your teams should take action to account for generative AI in governance, assurance, and compliance validation practices. You should begin by extending your existing security, assurance, compliance, and development programs to account for generative AI.

Best practices 137

Best practices Government Engineering Accountability 137

AWS Machine Learning

AUGUST 1, 2022

In this post, we demonstrate how to add features to a feature group using the newly released UpdateFeatureGroup API. To update the feature group to add a new feature, we use the new Amazon SageMaker UpdateFeatureGroup API. For this walkthrough, you should have the following prerequisites: An AWS account. Overview of solution.

APIs 95

APIs Engineering Entertainment Healthcare 95

AWS Machine Learning

MARCH 19, 2024

The user can use the Amazon Recognition DetectText API to extract text data from these images. Prerequisites To follow along with this post, you should meet the following prerequisites: You need an AWS account with an AWS Identity and Access Management (IAM) role with admin permissions to manage resources created as part of the solution.

Construction 133

Construction Scripts APIs Enterprise 133

AWS Machine Learning

SEPTEMBER 11, 2024

This VPC doesn’t appear in the customer account. Amazon EKS creates a highly available endpoint for the managed Kubernetes API server that you use to communicate with your cluster (using tools like kubectl). The managed endpoint uses Network Load Balancer to load balance Kubernetes API servers.

APIs 77

APIs Accountability Metrics Management 77