AWS Machine Learning

JULY 17, 2024

QSI enables insights on your AWS Support datasets across your AWS accounts. First, as illustrated in the Linked Accounts group in Figure 1, this solution supports datasets from linked accounts and aggregates your data using the various APIs, AWS Lambda , and Amazon EventBridge. Synchronize the data source to index the data.

Scripts 124

Scripts APIs Enterprise Accountability 124

AWS Machine Learning

AUGUST 10, 2023

As recommended by AWS as a best practice , customers have used separate accounts to simplify policy management for users and isolate resources by workloads and account. SageMaker services, such as Processing, Training, and Hosting, collect metrics and logs from the running instances and push them to users’ Amazon CloudWatch accounts.

Scripts 98

Scripts Accountability Metrics Best practices 98

Nexmo

OCTOBER 7, 2020

Vonage API Account. To complete this tutorial, you will need a Vonage API account. Once you have an account, you can find your API Key and API Secret at the top of the Vonage API Dashboard. The Web Component can also emit the phone number of a contact to the application as a custom event when clicked. Handling events.

APIs 118

APIs Scripts Accountability 118

Nexmo

FEBRUARY 14, 2020

In this tutorial, we’ll use a Nexmo Voice number to create a callback script that interacts with a caller to prompt for a voice message. Nexmo account. AWS account. You’ll need an AWS account, as well as IAM credentials associated with a user who has access to Amazon Transcribe and AWS S3. preferred).

Scripts 120

Scripts Accountability APIs Management 120

JustCall

NOVEMBER 6, 2019

This plan can be made using structured cold calling scripts. Cold calling scripts can help you keep the conversation going with a prospect without worrying about pauses in the conversation. Thus, using cold calling scripts can help you fill in awkward pauses in the call. . 1 For Sale by Owner Script (FSBO).

Real estate 65

Real estate Scripts Sales Brand ambassadors 65

AWS Machine Learning

NOVEMBER 9, 2023

Central model registry – Amazon SageMaker Model Registry is set up in a separate AWS account to track model versions generated across the dev and prod environments. Approve the model in SageMaker Model Registry in the central model registry account. Create a pull request to merge the code into the main branch of the GitHub repository.

Scripts 119

Scripts Accountability Best practices Engineering 119

AWS Machine Learning

JUNE 19, 2024

The Slack application sends the event to Amazon API Gateway , which is used in the event subscription. API Gateway forwards the event to an AWS Lambda function. If you don’t have an AWS account, see How do I create and activate a new Amazon Web Services account? Toggle Enable Events on. Choose Save Changes.

APIs 105

APIs Engineering Accountability Big data 105

AWS Machine Learning

NOVEMBER 30, 2023

With training jobs or fine-tuning jobs needing to run for days, weeks, or even months at a time, this becomes costly due to the extra administrative overhead of the user needing to spend cycles to monitor and maintain the job in the event that a node crashes, as well as the cost of idle time of expensive accelerated compute instances.

Scripts 120

Scripts Engineering Government Management 120

AWS Machine Learning

JANUARY 6, 2025

To build an anomaly detection system using such techniques, you need to write custom scripts for processing as well for training. SageMaker provides support for developing scripts by extending in-built algorithm containers, or by building your own custom containers. Combine all the steps in a SageMaker pipeline and run it.

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Scripts Metrics Construction Accountability 109

AWS Machine Learning

FEBRUARY 14, 2024

Prerequisites For this walkthrough, you should have the following prerequisites: Familiarity with SageMaker Ground Truth labeling jobs and the workforce portal Familiarity with the AWS Cloud Development Kit (AWS CDK) An AWS account with the permissions to deploy the AWS CDK stack A SageMaker Ground Truth private workforce Python 3.9+

Scripts 129

Scripts Engineering Entertainment Healthcare 129

Callminer

APRIL 21, 2020

Good scripting can lessen the amount of decision making, but another way to counteract. Engage their team members in a local charitable event every month. In as little as a few minutes per day, you can review specific accounts, challenges, and accomplishments with your entire team. while developing their customer support skills.

Call Center 182

Call Center Management Scripts Coaching 182

AWS Machine Learning

JANUARY 8, 2024

The first allows you to run a Python script from any server or instance including a Jupyter notebook; this is the quickest way to get started. In the following sections, we first describe the script solution, followed by the AWS CDK construct solution. The following diagram illustrates the sequence of events within the script.

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Scripts Construction APIs Healthcare 122

AWS Machine Learning

AUGUST 29, 2023

This architecture design represents a multi-account strategy where ML models are built, trained, and registered in a central model registry within a data science development account (which has more controls than a typical application development account).

Scripts 98

Scripts APIs Enterprise Accountability 98

AWS Machine Learning

JULY 25, 2024

SharePoint Sever and SharePoint Online contain pages, files, attachments, links, events, and comments that can be crawled by Amazon Q SharePoint connectors for SharePoint Server and SharePoint Online. You need a Microsoft Windows instance to run PowerShell scripts and commands with PowerShell 7.4.1+.

Scripts 116

Scripts APIs Engineering Enterprise 116

AWS Machine Learning

NOVEMBER 13, 2024

From gaming and entertainment to education and corporate events, live streams have become a powerful medium for real-time engagement and content consumption. script to automatically copy the cdk configuration parameters to a configuration file by running the following command, still in the /cdk folder: /scripts/postdeploy.sh

APIs 130

APIs Scripts Accountability Entertainment 130

AWS Machine Learning

JANUARY 5, 2024

Continuous integration and continuous delivery (CI/CD) pipeline – Using the customer’s GitHub repository enabled code versioning and automated scripts to launch pipeline deployment whenever new versions of the code are committed. When defined events occur, EventBridge can invoke a pipeline to run in response.

Management 131

Management APIs Engineering Government 131

ChurnZero

MARCH 10, 2023

This can include customer demographic data, current events, or details on a competitor or similar business. Write an email welcoming a new point of contact for your account [account/business type, contact details]. Example 3: Video/phone scripting This is where the flexibility of content comes in handy.

Scripts 98

Scripts Accountability Feedback Marketing 98

AWS Machine Learning

JULY 29, 2022

In part 1 , we addressed the data steward persona and showcased a data mesh setup with multiple AWS data producer and consumer accounts. The workflow consists of the following components: The producer data steward provides access in the central account to the database and table to the consumer account. Data exploration.

Scripts 99

Scripts Analytics Accountability Engineering 99

AWS Machine Learning

JULY 25, 2024

Additionally, the node recovery agent will publish Amazon CloudWatch metrics for users to monitor and alert on these events. eks-5e0fdde Install the required AWS Identity and Access Management (IAM) role for the service account and the node problem detector plugin. install.sh compute.internal Ready 31d v1.29.0-eks-5e0fdde

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Construction Metrics Scripts Engineering 112

AWS Machine Learning

NOVEMBER 30, 2023

Amazon EventBridge listens to this event, and then initiates an AWS Step Functions step. The function then searches the OpenSearch Service image index for images matching the celebrity name and the k-nearest neighbors for the vector using cosine similarity using Exact k-NN with scoring script. Make a note of the URL to use later.

Scripts 123

Scripts APIs Entertainment Accountability 123

AWS Machine Learning

NOVEMBER 1, 2022

When the registered model meets the expected performance requirements after a manual review, you can deploy the model to a SageMaker endpoint using a standalone deployment script. For this walkthrough, complete the following prerequisite steps: Set up an AWS account. script creates an Autopilot job. SageMaker pipeline steps.

Scripts 100

Scripts APIs Metrics Engineering 100

AWS Machine Learning

APRIL 25, 2024

Make sure the AWS account has a service quota for hosting a SageMaker endpoint for an ml.g5.2xlarge instance. You use the same script for downloading the model file when creating the SageMaker endpoint. These services are designed for scalability, event-driven architectures, and efficient resource utilization.

Scripts 119

Scripts Analytics Accountability Sales 119

AWS Machine Learning

FEBRUARY 13, 2023

This post shows how companies can use infrastructure as code (IaC) with the AWS Cloud Development Kit (AWS CDK) to accelerate the creation and replication of highly transferable infrastructure and easily compete for AWS DeepRacer events at scale. Make sure you have the credentials and permissions to deploy the AWS CDK stack into your account.

Scripts 98

Scripts Best practices Transportation Construction 98

AWS Machine Learning

JUNE 21, 2023

Lifecycle configurations are shell scripts triggered by Studio lifecycle events, such as starting a new Studio notebook. This enables you to apply DevOps best practices and meet safety, compliance, and configuration standards across all AWS accounts and Regions. For Windows, use.cdk-venv/Scripts/activate.bat.

Construction 103

Construction Scripts Engineering Accountability 103

AWS Machine Learning

APRIL 23, 2024

By performing operations (applications, infrastructure) as code, you can provide consistent and reliable deployments in multiple AWS accounts and AWS Regions, and maintain versioned and auditable infrastructure configurations. It calls the CreateDataSource and DeleteDataSource APIs.

APIs 125

APIs Enterprise Scripts Accountability 125

TeleDirect

AUGUST 26, 2019

Your next big event can’t afford to fail. From promoting new products & services to attracting customers at trade shows and conventions, what happens before your seminar is just as important as your presentation during the main event. We’re confident you’ll have everything taken care of for your event. Seminar assistance.

Call Center 48

Call Center outsourcing Business Process Outsourcing Healthcare 48

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. Solution overview.

Scripts 98

Scripts Engineering APIs Consulting 98

AWS Machine Learning

SEPTEMBER 1, 2023

Other streaming techniques like Server-Sent Events (SSE) are also implemented using the same HTTP chunked encoding mechanism. Prerequisites You need an AWS account with an AWS Identity and Access Management (IAM) role with permissions to manage resources created as part of the solution. For details, refer to Creating an AWS account.

APIs 119

APIs Chatbots Engineering Best practices 119

AWS Machine Learning

JANUARY 13, 2023

Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of sufficient data at a single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository.

Analytics 99

Analytics Healthcare Scripts Accountability 99

AWS Machine Learning

NOVEMBER 28, 2022

To deploy our solution successfully, you need the following: An AWS account. The key file for deployment is the shell script deployment/deploy.sh. You use this file to deploy the resources in your account. Before we can run the shell script, complete the following steps: Open the deployment/app.py Prerequisites.

Scripts 98

Scripts Accountability Call flow Consulting 98

AWS Machine Learning

MARCH 21, 2023

Instead of hardcoding the custom function into your custom transform step, you pull a script containing the function from CodeCommit, load it, and call the loaded function in your custom transform step. Be aware that running a training job will incur additional costs on your account.

Scripts 91

Scripts Banking APIs Best practices 91

TechSee

MARCH 11, 2024

Industry events and news coverage are full of companies offering Generative AI , Conversational AI, chatbots, and AI Agents. Chatbots are typically rule-based systems that follow predefined scripts to interact with customers. When selecting a Conversational AI provider, there are a number of considerations one must take into account.

Chatbots 124

Chatbots Enterprise Scripts Virtual Agent 124

AWS Machine Learning

MAY 10, 2023

Migrating from interactive development on notebooks to batch jobs required you to copy code snippets from the notebook into a script, package the script with all its dependencies into a container, and schedule the container to run. In the following section, we show an example of using initialization scripts to install packages.

Scripts 100

Scripts Automotive Engineering Enterprise 100

AWS Machine Learning

AUGUST 24, 2023

SageMaker Profiler provides Python modules for annotating PyTorch or TensorFlow training scripts and activating SageMaker Profiler. You can also use optional custom annotations to add markers in the training script to visualize hardware activities during particular operations in each step. For more information, refer to documentation.

Scripts 98

Scripts Metrics Finance Enterprise 98

AWS Machine Learning

SEPTEMBER 8, 2023

SageMaker JumpStart is a low-code service that comes with pre-built solutions, example notebooks, and many state-of-the-art, pre-trained models from publicly available sources that are straightforward to deploy with a single click into your AWS account. Walkthrough The following diagram illustrates the solution architecture.

APIs 123

APIs Scripts Entertainment Personalization 123

AWS Machine Learning

JANUARY 30, 2024

Via Amazon S3 Event Notifications , an event is put in an Amazon Simple Queue Service (Amazon SQS) queue. This event in the SQS queue acts as a trigger to run the OSI pipeline, which in turn ingests the data (JSON file) as documents into the OpenSearch Serverless index. script with llava_inference.py , and create a model.tar.gz

Scripts 130

Scripts Enterprise Analytics APIs 130

AWS Machine Learning

MARCH 15, 2024

Healthcare organizations must navigate strict compliance regulations, such as the Health Insurance Portability and Accountability Act (HIPAA) in the United States, while implementing FL solutions. FedML Octopus is the industrial-grade platform of cross-silo FL for cross-organization and cross-account training.

Healthcare 138

Healthcare Big data Engineering Accountability 138