AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Government 130

Government APIs Enterprise Best practices 130

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 137

APIs Healthcare Scripts Enterprise 137

AWS Machine Learning

JUNE 12, 2024

The customized UI allows you to implement special features like handling feedback, using company brand colors and templates, and using a custom login. Amazon Q uses the chat_sync API to carry out the conversation. For example, you could introduce custom feedback handling features.

APIs 138

APIs Enterprise Accountability Feedback 138

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.

Customer Experience 94

Customer Experience APIs Feedback Chatbots 94

AWS Machine Learning

JUNE 30, 2022

The corporate portal application makes a private API call using an API Gateway VPC endpoint to create a presigned URL. The API Gateway VPC endpoint “create presigned URL” call is forwarded to the Route 53 inbound resolver on the customer VPC as configured in the corporate DNS. About the Authors.

APIs 98

APIs Enterprise Big data Accountability 98

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. As always, AWS welcomes feedback.

APIs 130

APIs Enterprise Big data Chatbots 130

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 101

APIs Accountability Construction Enterprise 101

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.

APIs 97

APIs Construction Government Big data 97

AWS Machine Learning

JULY 29, 2022

The solution also uses SAML attribute mapping to populate the SAML assertion with specific access-relevant data, such as user ID and user team. Because the solution creates a SAML API, you can use any IdP supporting SAML assertions to create this architecture. The API Gateway calls an SAML backend API. Custom SAML 2.0

Management 101

Management APIs Accountability Construction 101

AWS Machine Learning

AUGUST 8, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon within a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Engineering 129

Engineering Accountability Feedback Construction 129

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. Conclusion.

Analytics 98

Analytics Engineering Metrics APIs 98

AWS Machine Learning

JULY 29, 2022

Amazon SageMaker is a fully managed service that provides developers and data scientists the ability to build, train, and deploy machine learning (ML) models quickly. The SageMaker Python SDK provides open-source APIs and containers to train and deploy models on SageMaker, using several different ML and deep learning frameworks.

Scripts 101

Scripts APIs Big data Engineering 101

AWS Machine Learning

AUGUST 3, 2023

Finally, we show how you can integrate this car pose detection solution into your existing web application using services like Amazon API Gateway and AWS Amplify. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application. As always, AWS welcomes feedback. So, get started today!

APIs 95

APIs Scripts Engineering Technical Support 95

AWS Machine Learning

AUGUST 31, 2023

We encourage you try out the new model card sharing feature and let us know your feedback. He is passionate about building secure and scalable AI/ML and big data solutions to help enterprise customers with their cloud adoption and optimization journey to improve their business outcomes. About the authors Vishal Naik is a Sr.

Government 128

Government Accountability Enterprise Best practices 128

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.

Benchmark 116

Benchmark Banking Analytics Big data 116

AWS Machine Learning

DECEMBER 1, 2022

Organizations can dive deep to identify which models have missing or inactive monitors and add them using SageMaker APIs to ensure all models are being checked for data drift, model drift, bias drift, and feature attribution drift. Give Model cards and the Model dashboard a try, and leave your comments with questions and feedback.

Government 101

Government Metrics APIs Engineering 101

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.

Benchmark 40

Benchmark Call flow APIs Big data 40

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. This means that user access can be controlled on the Kubeflow UI but not over the Kubernetes API via Kubectl. About the authors.

Engineering 98

Engineering Healthcare APIs Scripts 98

Balto

JANUARY 14, 2025

But modern analytics goes beyond basic metricsit leverages technologies like call center data science, machine learning models, and big data to provide deeper insights. Predictive Analytics: Uses historical data to forecast future events like call volumes or customer churn.

Call Center 52

Call Center Analytics Average Handle Time Big data 52

aircall

APRIL 16, 2021

SaaS works well for a variety of general use cases, including: Data backup. Big data analytics. Flexibility – SaaS uses an open API (application programming interface) technology. Disaster recovery – SaaS systems use redundant networks, so there’s no worry over losing your data during downtimes.

SaaS 62

SaaS Sales Coaching APIs 62

AWS Machine Learning

MAY 3, 2023

Furthermore, SageMaker Processing provides an API interface for running, monitoring, and evaluating the workload. Please share your comments and feedback. He has extensive experience in Big Data Analytics, Distributed Computing, and Natural Language Processing. Sharmo Sarkar is a Senior Manager at Vericast.

Engineering 105

Engineering Metrics APIs Big data 105

Hello Customer

JUNE 21, 2023

In 2018 we saw a similar evolution in the data space. Up until then, organizations often used big data warehouses to centralize all their data. The downside was that that data never fitted a specific use case: the finance department wants to see data in a different way than the product or marketing team.

Customer Experience 52

Customer Experience Engineering Feedback Finance 52

AWS Machine Learning

OCTOBER 4, 2022

One of the main drivers for new innovations and applications in ML is the availability and amount of data along with cheaper compute options. In the data preparation step, data is loaded, massaged, and transformed into the type of inputs, or features, the ML model expects.

Scripts 98

Scripts Engineering Management APIs 98

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. By putting it into the public domain, we invite your feedback and contributions.

Call Center 52

Call Center Contact Center Analytics Engineering 52

aircall

MAY 24, 2021

In today’s marketplace, it’s hard to survive without the cloud, big data, APIs, IoT, machine learning, artificial intelligence, automation, and mobile technologies. How does your digital operating model leverage data and analytics to help with data-driven decision-making? Responds to customer feedback.

Best practices 62

Best practices Call Center Analytics Technology 62

AWS Machine Learning

AUGUST 31, 2023

We encourage you try out the new model card sharing feature and let us know your feedback. He is passionate about building secure and scalable AI/ML and big data solutions to help enterprise customers with their cloud adoption and optimization journey to improve their business outcomes. About the authors Vishal Naik is a Sr.

Government 52

Government Accountability Enterprise Best practices 52

Dialer 360

DECEMBER 14, 2018

These offer applications with open APIs provide a new level of customization and integration. even small business is taking advantage of sophisticated analytics to turn data. even small business is taking advantage of sophisticated analytics to turn data. They are enabled for staff to leverage the collective intelligence.

Call Center 21

Call Center Customer centricity Analytics APIs 21

AWS Machine Learning

JANUARY 26, 2024

Define strict data ingress and egress rules to help protect against manipulation and exfiltration using VPCs with AWS Network Firewall policies. He is passionate about building secure and scalable AI/ML and big data solutions to help enterprise customers with their cloud adoption and optimization journey to improve their business outcomes.

Best practices 138

Best practices Government Engineering Accountability 138

AWS Machine Learning

DECEMBER 17, 2024

Amazon SageMaker helps data scientists and machine learning (ML) engineers build FMs from scratch, evaluate and customize FMs with advanced techniques, and deploy FMs with fine-grain controls for generative AI use cases that have stringent requirements on accuracy, latency, and cost. Of the six challenges, the LLM met only one.

APIs 101

APIs Engineering Feedback Coaching 101

AWS Machine Learning

JANUARY 7, 2025

Amazon Bedrock Flows provide a powerful, low-code solution for creating complex generative AI workflows with an intuitive visual interface and with a set of APIs in the Amazon Bedrock SDK. The ability to refine prompts based on feedback made the process seamless and efficient. This is crucial for optimizing the email triage process.

Technical Support 109

Technical Support APIs Government Analytics 109

AWS Machine Learning

JANUARY 30, 2025

When the persona Venture Capitalist was assigned, the model provided more robust feedback on the organizations articulated milestones and sustainability plan for post funding. Ben West is a hands-on builder with experience in machine learning, big data analytics, and full-stack software development.

Engineering 107

Engineering APIs Healthcare Government 107

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. We encourage you to try out this solution and share your feedback in the comments section.

Government 114

Government Engineering Metrics APIs 114