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.

Scripts 96

Scripts APIs Government Analytics 96

AWS Machine Learning

SEPTEMBER 9, 2022

Part 1 shows how data was collected and processed using the data and analytics platform, and Part 2 shows how the data was used to create show recommendations using Amazon SageMaker , a fully managed ML service. Streaming data ingestion, processing, transformation, and storage.

Analytics 68

Analytics Engineering APIs Metrics 68

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.

Call flow 40

Call flow Benchmark APIs Big data 40

AWS Machine Learning

AUGUST 2, 2023

Fine-tuning the model on custom fashion data such as fashion images along with text describing the attributes of fashion products can be used to generate metadata that then improves a user’s search experience. Marketing – Another use case of image search is digital asset management.

Enterprise 70

Enterprise Healthcare APIs Big data 70

AWS Machine Learning

APRIL 11, 2023

Enterprise customers have multiple lines of businesses (LOBs) and groups and teams within them. These customers need to balance governance, security, and compliance against the need for machine learning (ML) teams to quickly access their data science environments in a secure manner.

APIs 69

APIs Accountability Scripts Enterprise 69

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.

Management 91

Management APIs Best practices Calibration 91

AWS Machine Learning

SEPTEMBER 6, 2023

With Amazon Kendra, you can easily aggregate content from a variety of content repositories into an index that lets you quickly search all your enterprise data and find the most accurate answer. Adobe Experience Manager (AEM) is a content management system that’s used for creating website or mobile app content. and above).

Management 98

Management Enterprise Analytics Finance 98

AWS Machine Learning

JUNE 19, 2023

When creating your SageMaker domain, you can choose to use either AWS IAM Identity Center (successor to AWS Single Sign-On) or AWS Identity and Access Management (IAM) for user authentication methods. For instance, administrators may want to set up IAM permissions for a Studio SSO user based on their Active Directory (AD) group membership.

APIs 70

APIs Accountability Construction Enterprise 70

AWS Machine Learning

MAY 8, 2023

With Amazon SageMaker , you can manage the whole end-to-end machine learning (ML) lifecycle. It offers many native capabilities to help manage ML workflows aspects, such as experiment tracking, and model governance via the model registry. Now let’s dive deeper into the details.

APIs 70

APIs Government Accountability Scripts 70

AWS Machine Learning

DECEMBER 1, 2022

In this post, we look at how to use Amazon SageMaker Role Manager to quickly build out a set of persona-based roles that can be further customized to your specific requirements in minutes, right on the Amazon SageMaker console. They’re permitted to manage models, endpoints, and pipelines, and audit resources. ML activities.

Management 72

Management Government Enterprise APIs 72

AWS Machine Learning

JULY 29, 2022

Each onboarded user in Studio has their own dedicated set of resources, such as compute instances, a home directory on an Amazon Elastic File System (Amazon EFS) volume, and a dedicated AWS Identity and Access Management (IAM) execution role. Organizations manage their users in AWS SSO instead of the SageMaker domain.

Management 72

Management APIs Accountability Construction 72

AWS Machine Learning

APRIL 19, 2023

As a result, some enterprises have spent millions of dollars inventing their own proprietary infrastructure for feature management. Apache Flink is a popular framework and engine for processing data streams. Each feature inside Feature Store is organized into a logical grouping called a feature group.

Engineering 76

Engineering Analytics APIs Enterprise 76

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. When you scale your system, it’s important to have a robust solution that can manage the number of devices that you need to support.

Transportation 75

Transportation APIs Big data Wireless 75

AWS Machine Learning

SEPTEMBER 9, 2022

athenahealth a leading provider of network-enabled software and services for medical groups and health systems nationwide. Today, Kubeflow on AWS provides a clear path to using Kubeflow, augmented with the following AWS services: Application Load Balancer for secure external traffic management over HTTPS.

Engineering 75

Engineering Healthcare APIs Scripts 75

AWS Machine Learning

AUGUST 29, 2023

The presented MLOps workflow provides a reusable template for managing the ML lifecycle through automation, monitoring, auditability, and scalability, thereby reducing the complexities and costs of maintaining batch inference workloads in production.

Scripts 72

Scripts APIs Enterprise Accountability 72

AWS Machine Learning

JUNE 24, 2022

The deployment of the ML pipelines is driven only via CI/CD pipelines, and the access to the AWS Management Console is restricted. Internet connection is not allowed because the ML pipeline has access to production data in the data lake (read-only). The models in the main model group are the ones that are promoted to production.

Enterprise 91

Enterprise Engineering Accountability APIs 91

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. What is a CDP?

Sales 62

Sales CRM Marketing Best practices 62

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. Out with the old guard, in with the new.

Call Center 52

Call Center Contact Center Analytics Engineering 52

AWS Machine Learning

JULY 21, 2022

The Pipelines native integration with Experiments makes it easy to automatically track and manage experiments across pipeline runs. SageMaker Experiments allows data scientists organize, track, compare, and evaluate their training iterations. Track experiments – Experiments allows data scientists to track experiments.

Metrics 77

Metrics Scripts Enterprise Telecommunications 77

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. Required Skills & Experience.

Engineering 40

Engineering APIs Analytics Healthcare 40

Natalie Petouhof

APRIL 18, 2016

Take stock of their ability to manage the fintech threat. According to the report, FinTech providers are making increasingly significant inroads with customers, yet the vast majority of banks admit they are not adequately prepared to manage this emerging FinTech threat. customers, who in turn scored lower than other age groups.

Banking 40

Banking Customer Experience APIs Surveys 40

AWS Machine Learning

SEPTEMBER 21, 2022

With AWS DeepRacer multi-user account management , event organizers can provide hundreds of participants access to AWS DeepRacer using a single AWS account, simplifying event management and improving the participant experience. Build a solution around AWS DeepRacer multi-user account management.

Accountability 62

Accountability APIs Enterprise Big data 62