AWS Machine Learning

FEBRUARY 13, 2024

SageMaker Feature Store now makes it effortless to share, discover, and access feature groups across AWS accounts. With this launch, account owners can grant access to select feature groups by other accounts using AWS Resource Access Manager (AWS RAM). For a deep dive, refer to Cross account feature group discoverability and access.

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AWS Machine Learning

NOVEMBER 14, 2023

In the era of big data and AI, companies are continually seeking ways to use these technologies to gain a competitive edge. At the core of these cutting-edge solutions lies a foundation model (FM), a highly advanced machine learning model that is pre-trained on vast amounts of data.

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AWS Machine Learning

DECEMBER 21, 2022

Depending on the design of your feature groups and their scale, you can experience training query performance improvements of 10x to 100x by using this new capability. The offline store data is stored in an Amazon Simple Storage Service (Amazon S3) bucket in your AWS account. Creating feature groups using Iceberg table format.

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AWS Machine Learning

OCTOBER 14, 2024

Agents automatically call the necessary APIs to interact with the company systems and processes to fulfill the request. The App calls the Claims API Gateway API to run the claims proxy passing user requests and tokens. Claims API Gateway runs the Custom Authorizer to validate the access token.

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AWS Machine Learning

MAY 8, 2023

In this post, we address these limitations by implementing the access control outside of the MLflow server and offloading authentication and authorization tasks to Amazon API Gateway , where we implement fine-grained access control mechanisms at the resource level using Identity and Access Management (IAM). Adds an IAM authorizer.

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AWS Machine Learning

JUNE 12, 2024

This solution uses an Amazon Cognito user pool as an OAuth-compatible identity provider (IdP), which is required in order to exchange a token with AWS IAM Identity Center and later on interact with the Amazon Q Business APIs. Amazon Q uses the chat_sync API to carry out the conversation. Review all the steps and create the application.

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AWS Machine Learning

JULY 29, 2022

One of the most common real-world challenges in setting up user access for Studio is how to manage multiple users, groups, and data science teams for data access and resource isolation. User assignments to AD groups define what permissions a particular user has and which Studio team they have access to. Custom SAML 2.0

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AWS Machine Learning

NOVEMBER 3, 2022

Before you get started, refer to Part 1 for a high-level overview of the insurance use case with IDP and details about the data capture and classification stages. In Part 1, we saw how to use Amazon Textract APIs to extract information like forms and tables from documents, and how to analyze invoices and identity documents.

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Natalie Petouhof

JULY 14, 2015

Tweet Managing your API’s has become a very complicated endeavor. If your role to is manage API’s it’s important to figure out how to automate that process. Today 3scale and Pivotal ® announced that the 3scale self-serve API management solution is available through the Pivotal Web Services (PWS) platform.

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AWS Machine Learning

APRIL 19, 2023

Feature Store lets you define groups of features, use batch ingestion and streaming ingestion, retrieve the latest feature values with single-digit millisecond latency for highly accurate online predictions, and extract point-in-time correct datasets for training. You decide which feature groups you need for your models.

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AWS Machine Learning

NOVEMBER 13, 2024

Because SageMaker Model Cards and SageMaker Model Registry were built on separate APIs, it was challenging to associate the model information and gain a comprehensive view of the model development lifecycle. This model group contains all the model versions associated with that ML model. Additionally, this solution uses Amazon DataZone.

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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.

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AWS Machine Learning

SEPTEMBER 6, 2023

You first must enable IAM Identity Center and create an organization to sync users and groups from your active directory. The connector will use the user name and group lookup for the user context of the search queries. In the Configure VPC and security group section, you can optionally choose to use a VPC. Choose Next.

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AWS Machine Learning

OCTOBER 27, 2022

A dataset must be created and associated with a dataset group to train the predictor. In an interesting finding from this case, we used cross-COVID-19 data (from 2018–2021) to train the model and found that we didn’t need to add other COVID-19 features such as number of daily confirmed cases. Ray Wang is a Solutions Architect at AWS.

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AWS Machine Learning

JUNE 25, 2024

In Logs Insights, first choose the Amazon Bedrock invocation log group, and then you can write a query to filter on the identity.arn and input and output token counts, and then aggregate on the stats to give you a sum of the token usage by ARN. Shelbee is a co-creator and instructor of the Practical Data Science specialization on Coursera.

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AWS Machine Learning

SEPTEMBER 9, 2022

athenahealth a leading provider of network-enabled software and services for medical groups and health systems nationwide. 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.

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AWS Machine Learning

JUNE 24, 2022

The building and training repository is divided into three main folders: Algorithms – Data scientists develop the code for each step of the ML pipelines in the algorithms root folder. The steps can be grouped in preprocessing, training, batch inference, and postprocessing (evaluation). Standardising data structure.

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AWS Machine Learning

SEPTEMBER 9, 2022

When the message is received by the SQS queue, it triggers the AWS Lambda function to make an API call to the Amp catalog service. The Lambda function retrieves the desired show metadata, filters the metadata, and then sends the output metadata to Amazon Kinesis Data Streams. Data Engineer for Amp on Amazon.

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JivoChat

JANUARY 31, 2023

The Data Analyst Course With the Data Analyst Course, you will be able to become a professional in this area, developing all the necessary skills to succeed in your career. The course also teaches beginner and advanced Python, basics and advanced NumPy and Pandas, and data visualization.

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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?

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AWS Machine Learning

AUGUST 29, 2023

When a new version of the model is registered in the model registry, it triggers a notification to the responsible data scientist via Amazon SNS. When the review process is complete, the data scientist can proceed and approve the new version of the model in the model registry.

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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.

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Spearline

JANUARY 23, 2018

An API (Application Programming Interface) will enhance your utilisation of our platform. Our RESTful API provides your developers with the ability to create campaigns, add numbers, time groups, export data for every test run, every day, every hour, every minute if that’s what you need to put your arms around your business.

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AWS Machine Learning

AUGUST 2, 2023

After ingestion, images can be searched via the Amazon Kendra search console, API, or SDK. You can then search for images using natural language queries, such as “Find images of red roses” or “Show me pictures of dogs playing in the park,” through the Amazon Kendra console, SDK, or API.

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AWS Machine Learning

DECEMBER 1, 2022

In this example, we choose Data Scientist. Optionally, in the Network setup section, specify the specific VPC subnets and security groups that the persona can access for resources that support them. To assign IAM Identity Center users to your Studio domain, choose Assign users and Groups in the Studio Control Panel.

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AWS Machine Learning

JULY 21, 2022

You can picture experiments as the top-level folder for organizing your hypotheses, your trials as the subfolders for each group test run, and your trial components as your files for each instance of a test run. Track experiments – Experiments allows data scientists to track experiments.

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Natalie Petouhof

APRIL 18, 2016

customers, who in turn scored lower than other age groups. To get the most from their fintech partnerships, banks will need to embrace APIs and begin laying the groundwork to revamp their core systems. In nearly every region, Gen Y customers scored lower on the CEI than Gen X.

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aircall

MARCH 19, 2021

first-party and third-party data allows you to understand your customers better, and as a result, you can enhance your customer’s experience and strengthen customer relationships. . Customer data also helps you : Generate more quality leads. And out of those who do practise data collection, only 12% analyze it.

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Xaqt

JUNE 22, 2020

Despite significant advancements in big data and open source tools, niche Contact Center Business Intelligence providers are still wed to their own proprietary tools leaving them saddled with technical debt and an inability to innovate from within. and the lack of user friendliness.

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Stratifyd

JANUARY 3, 2019

We are seeking an analytical, results-driven individual with a passion for developing applications and improving existing ones who knows how to get things done and is not afraid to take on big challenges. Maintain and develop Stratifyd’s API layer and/or analytics pipeline. and Python/C API. Preferred Skills & Experience.

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AWS Machine Learning

AUGUST 12, 2024

The Step Functions state machine is configured with an AWS Lambda function to retrieve data from the Splunk index using the Splunk Enterprise SDK for Python. The SPL query requested through this REST API call is scoped to only retrieve the data of interest. Lambda supports container images.

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AWS Machine Learning

SEPTEMBER 21, 2022

To set up your account with AWS DeepRacer admin permissions for multi-user, follow the steps in Set up your account with AWS DeepRacer admin permissions for multi-user to attach the AWS Identity and Access Management (IAM) AWS DeepRacer Administrator policy, AWSDeepRacerAccountAdminAccess , to the user, group, or role used to administer the event.

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AWS Machine Learning

NOVEMBER 19, 2024

We showcase a variety of tools including database retrieval with Text2SQL, statistical models and visual charts with scientific libraries, biomedical literature search with public APIs and internal evidence, and medical image processing with Amazon SageMaker jobs. The action group contains OpenAPI schema for these actions.

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AWS Machine Learning

DECEMBER 17, 2024

TUI Group is one of the worlds leading global tourism services, providing 21 million customers with an unmatched holiday experience in 180 regions. TUI Group covers the end-to-end tourism chain with over 400 owned hotels, 16 cruise ships, 1,200 travel agencies, and 5 airlines covering all major holiday destinations around the globe.

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