AWS Machine Learning

JUNE 30, 2022

These traffic routing products generate their own source IP, whose IP range is not controlled by the enterprise customer. This makes it impossible for these enterprise customers to use the aws:sourceIp condition. The corporate portal application makes a private API call using an API Gateway VPC endpoint to create a presigned URL.

APIs 79

APIs Enterprise Big data Accountability 79

AWS Machine Learning

SEPTEMBER 21, 2022

Scaling ML effectively for the long term requires the professionalization of the industry and the democratization of ML literacy across the enterprise. This setup also relies on using an enterprise IdP with AWS IAM Identity Center (Successor to AWS Single Sign-On) enabled. The following diagram explains what such a setup looks like.

Accountability 62

Accountability APIs Enterprise Big data 62

AWS Machine Learning

NOVEMBER 17, 2023

Generative AI models have the potential to revolutionize enterprise operations, but businesses must carefully consider how to harness their power while overcoming challenges such as safeguarding data and ensuring the quality of AI-generated content. Babu Srinivasan is a Senior Partner Solutions Architect at MongoDB.

APIs 91

APIs Enterprise Big data Chatbots 91

AWS Machine Learning

MAY 8, 2023

This can be a challenge for enterprises in regulated industries that need to keep strong model governance for audit purposes. How to expose the MLflow server via private integrations to an API Gateway, and implement a secure access control for programmatic access via the SDK and browser access via the MLflow UI. Adds an IAM authorizer.

APIs 71

APIs Government Accountability Scripts 71

AWS Machine Learning

NOVEMBER 24, 2023

Product Manager; and Rich Dill, Enterprise Solutions Architect from SnapLogic. This emergent ability in LLMs has compelled software developers to use LLMs as an automation and UX enhancement tool that transforms natural language to a domain-specific language (DSL): system instructions, API requests, code artifacts, and more.

APIs 83

APIs Engineering SaaS Enterprise 83

AWS Machine Learning

JUNE 19, 2023

Sync your AD users and groups and memberships to AWS Identity Center: If you’re using an identity provider (IdP) that supports SCIM, use the SCIM API integration with IAM Identity Center. When the AD user is assigned to an AD group, an IAM Identity Center API ( CreateGroupMembership ) is invoked, and SSO group membership is created.

APIs 70

APIs Accountability Construction Enterprise 70

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. If you want to jump straight into the JumpStart API code we go through in this post, you can refer to the following sample Jupyter notebook: Introduction to JumpStart – Text to Image.

APIs 80

APIs Scripts Enterprise Big data 80

AWS Machine Learning

AUGUST 29, 2022

You can now use cross-account support for Amazon SageMaker Pipelines to share pipeline entities across AWS accounts and access shared pipelines directly through Amazon SageMaker API calls. The data scientist is now able to describe and monitor the test pipeline run status using SageMaker API calls from the dev account.

Accountability 83

Accountability APIs Management Engineering 83

AWS Machine Learning

NOVEMBER 7, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. The following sections provide a step-by-step demo to perform inference, both via the Studio UI and via JumpStart APIs. JumpStart overview. Text generation, GPT-2, and Bloom.

APIs 74

APIs Scripts Enterprise Big data 74

AWS Machine Learning

APRIL 24, 2023

In this post, we explore how AWS customer Pro360 used the Amazon Comprehend custom classification API , which enables you to easily build custom text classification models using your business-specific labels without requiring you to learn machine learning (ML), to improve customer experience and reduce operational costs.

APIs 61

APIs Customer Experience Feedback Chatbots 61

AWS Machine Learning

MARCH 22, 2023

Access and permissions to configure IDP to register Data Wrangler application and set up the authorization server or API. For data scientist: An S3 bucket that Data Wrangler can use to output transformed data. His knowledge ranges from application architecture to big data, analytics, and machine learning.

APIs 80

APIs Engineering Analytics Scripts 80

AWS Machine Learning

AUGUST 29, 2023

Solution overview The following figure illustrates the proposed target MLOps architecture for enterprise batch inference for organizations who use GitLab CI/CD and Terraform infrastructure as code (IaC) in conjunction with AWS tools and services. The data scientist can review and approve the new version of the model independently.

Scripts 73

Scripts APIs Enterprise Accountability 73

DMG Consulting

MAY 26, 2020

The greatest areas of investment in service organizations and contact centers are in AI, robotic process automation (RPA), big data and digital-oriented applications, all of which are delivered via the cloud. The idea is to make systems interoperable through easy-to-use application programming interfaces (APIs).

Analytics 96

Analytics Contact Center APIs Consulting 96

AWS Machine Learning

AUGUST 26, 2022

We explore two ways of obtaining the same result: via JumpStart’s graphical interface on Amazon SageMaker Studio , and programmatically through JumpStart APIs. The following sections provide a step-by-step demo to perform semantic segmentation with JumpStart, both via the Studio UI and via JumpStart APIs. Semantic segmentation.

APIs 78

APIs Scripts Enterprise Big data 78

AWS Machine Learning

APRIL 19, 2023

Solutions need high-throughput updates and low-latency retrieval of the most recent feature values in milliseconds, something most data scientists aren’t prepared to deliver. As a result, some enterprises have spent millions of dollars inventing their own proprietary infrastructure for feature management. Nov-01,22:05:05 4 200.00

Engineering 77

Engineering Analytics APIs Enterprise 77

AWS Machine Learning

OCTOBER 27, 2022

We can then call a Forecast API to create a dataset group and import data from the processed S3 bucket. We use the AutoPredictor API, which is also accessible through the Forecast console. Her current focus is on business transformation in retail and CPG through data and ML to fuel tremendous enterprise growth.

APIs 97

APIs Best practices Metrics Government 97

AWS Machine Learning

DECEMBER 21, 2022

SageMaker Feature Store automatically builds an AWS Glue Data Catalog during feature group creation. Customers can also access offline store data using a Spark runtime and perform big data processing for ML feature analysis and feature engineering use cases. Table formats provide a way to abstract data files as a table.

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

JULY 19, 2022

To test the model output, we use a Jupyter notebook to run Python code to detect custom labels in a supplied image by calling Amazon Rekognition APIs. The solution workflow is as follows: Store satellite imagery data in Amazon S3 as the input source. Store satellite imagery data in Amazon S3 as an input source.

APIs 70

APIs Metrics Enterprise Government 70

AWS Machine Learning

AUGUST 31, 2023

As Artificial Intelligence (AI) and Machine Learning (ML) technologies have become mainstream, many enterprises have been successful in building critical business applications powered by ML models at scale in production. The following diagram illustrates this architecture.

Government 87

Government Accountability Enterprise Engineering 87

Avaya

NOVEMBER 16, 2016

employees at large enterprises bring their own device(s) to work, and 75% of companies currently permit or plan to permit BYOD in the workplace. It may be easy to secure enterprise IoT, but this gets a lot trickier when you factor in the devices employees are using on your network.

APIs 72

APIs Transportation Enterprise Healthcare 72

DMG Consulting

DECEMBER 10, 2018

The “platform as a service” paradigm, which essentially leverages application programming interfaces (APIs) to build out functional capabilities, makes it easier to build your own solution (BYOS). For example, a customer does not want to wait while an agent/advisor types up their notes or copies and pastes data in multiple systems.

Contact Center 75

Contact Center contact center solutions CRM Enterprise 75

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 93

Scripts APIs Government Analytics 93

AWS Machine Learning

DECEMBER 1, 2022

As companies are increasingly adopting machine learning (ML) for their mainstream enterprise applications, more of their business decisions are influenced by ML models. You can set up continuous monitoring or scheduled monitors via SageMaker APIs, and edit the alert settings through the Model dashboard.

Government 78

Government Metrics APIs Engineering 78

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 87

Management APIs Best practices Calibration 87

Hodusoft

AUGUST 30, 2022

Businesses of every size, type, and industry can benefit from using cloud services for a variety of reasons such as: Data backup Software development and testing Email Disaster recovery Virtual desktops Big data analytics Customer-facing web applications, and more. The most popular cloud-based services: UCaaS, CCaas, and CPaaS.

APIs 52

APIs Interactive Voice Response Contact Center voip 52

TechSee

JULY 20, 2022

TechSee’s proprietary next generation Visual Intelligence Platform leverages your team’s human experience and understanding, at an enterprise level, delivering actionable directions to end-users, technicians, and agents. It enables enterprises around the world to deliver better customer assistance, enhance service quality and reduce costs.

APIs 21

APIs Self service Enterprise Big data 21

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. To check, view the data sources and verify if the last sync was successful. Now we’re ready to search our index.

Management 93

Management Enterprise Analytics Finance 93

AWS Machine Learning

AUGUST 31, 2023

As Artificial Intelligence (AI) and Machine Learning (ML) technologies have become mainstream, many enterprises have been successful in building critical business applications powered by ML models at scale in production. The following diagram illustrates this architecture.

Government 52

Government Accountability Enterprise Engineering 52

AWS Machine Learning

JANUARY 26, 2024

Reviews can be performed using tools like the AWS Well-Architected Tool , or with the help of your AWS team through AWS Enterprise Support. Define strict data ingress and egress rules to help protect against manipulation and exfiltration using VPCs with AWS Network Firewall policies.

Best practices 118

Best practices Government Engineering Accountability 118

AWS Machine Learning

AUGUST 15, 2022

Document is a wrapper function used to help parse the JSON response from the API. It provides a high-level abstraction and makes the API output iterable and easy to get information out of. Anjan works with enterprise customers and is passionate about developing, deploying and explaining AI/ML, data analytics, and big data solutions.

Banking 74

Banking APIs Accountability Analytics 74

Xaqt

FEBRUARY 6, 2020

Back then, Artificial Intelligence, APIs, Robotic Process Automation (RPA), and even "Big Data" weren't things yet. each holding a key piece of data making up the information you need to run your business efficiently. This will enable you to take the disparate applications across your enterprise and create an ecosystem.

Contact Center 52

Contact Center Enterprise Call Center APIs 52

AWS Machine Learning

FEBRUARY 13, 2024

This new capability promotes collaboration and minimizes duplicate work for teams involved in ML model and application development, particularly in enterprise environments with multiple accounts spanning different business units or functions. With a strong foundation in both theory and practical applications, he holds a Ph.D.

Accountability 101

Accountability Government Engineering Scripts 101

AWS Machine Learning

SEPTEMBER 9, 2022

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. To ensure we meet data compliance standards, we provision our AWS infrastructure in accordance with our athenahealth enterprise guidelines.

Engineering 75

Engineering Healthcare APIs Scripts 75

AWS Machine Learning

JULY 21, 2022

Compare and evaluate experiments – The integration of Experiments with Amazon SageMaker Studio makes it easy to produce data visualizations and compare different trials. You can also access the trial data via the Python SDK to generate your own visualization using your preferred plotting libraries.

Metrics 77

Metrics Scripts Enterprise Telecommunications 77

AWS Machine Learning

DECEMBER 1, 2022

The statement labeled RemoveErrorMessagesFromConsole can be removed without affecting the ability to get into Studio, but will result in API errors on the console UI. He is passionate about building governance products in Machine Learning for enterprise customers. Ozan Eken is a Senior Product Manager at Amazon Web Services.

Management 73

Management Government Enterprise APIs 73

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. Accessing this data throughout the enterprise is often a challenge.

Call Center 52

Call Center Contact Center Analytics Engineering 52

Natalie Petouhof

FEBRUARY 24, 2016

Big Data & Analytics. Many leading enterprises look to Infosys for guidance and implementation services associated with large-scale infrastructure transformation projects. The benefits that Infosys offers for the start-ups as they create an ecosystem to bring innovation to our clients are many. Their areas of focus are: .

Government 40

Government Consulting Consulting Analytics 40