AWS Machine Learning Blog

NOVEMBER 14, 2024

For a multi-account environment, you can track costs at an AWS account level to associate expenses. A combination of an AWS account and tags provides the best results. Implement a tagging strategy A tag is a label you assign to an AWS resource. The AWS reserved prefix aws: tags provide additional metadata tracked by AWS.

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AWS Machine Learning Blog

FEBRUARY 10, 2025

Conclusion and next steps with RDC To expedite development, RDC collaborated with AWS Startups and the AWS Generative AI Innovation Center. As a former startup CTO, he enjoys collaborating with founders and engineering leaders to drive growth and innovation on AWS.

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Smart Data Collective

JANUARY 10, 2023

IoT solutions as well as Business Intelligence tools are widely used by companies all over the world to improve their processes. Usually, companies choose a platform provided by one of the most well-known vendors like Amazon (AWS), Google Cloud, or Microsoft Azure. Business intelligence tools can help you with this task.

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AWS Machine Learning Blog

OCTOBER 24, 2024

The analyst will also be able to quickly create a business intelligence (BI) dashboard using the results from the ML model within minutes of receiving the predictions. In the review page, scroll down to the Capabilities section, and select I acknowledge that AWS CloudFormation might create IAM resources. Choose Create stack.

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AWS Machine Learning Blog

APRIL 3, 2025

Thats why we at Amazon Web Services (AWS) are working on AI Workforcea system that uses drones and AI to make these inspections safer, faster, and more accurate. This post is the first in a three-part series exploring AI Workforce, the AWS AI-powered drone inspection system. In this post, we introduce the concept and key benefits.

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databricks

JUNE 11, 2025

Product December 12, 2024 / 4 min read Making AI More Accessible: Up to 80% Cost Savings with Meta Llama 3.3 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. Product December 12, 2024 / 4 min read Making AI More Accessible: Up to 80% Cost Savings with Meta Llama 3.3

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Database Data Lakes ETL Analytics 200

Flipboard

MAY 14, 2025

Documents require standard search tools, and structured data needs business intelligence (BI) tools such as Amazon QuickSight. To bridge this gap, Amazon Q Business provides a comprehensive solution that addresses the longstanding challenge of siloed enterprise data. For this walkthrough, we used US East (N.

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Flipboard

NOVEMBER 27, 2024

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing ETL, business intelligence (BI), and reporting tools. Choose the us-east-1 AWS Region in which to create the stack. Choose Submit.

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ETL Data Warehouse Analytics Analytics 138

databricks

JUNE 11, 2025

160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025.

Analytics 245

Analytics Analytics AI AI 245

AWS Machine Learning Blog

SEPTEMBER 27, 2024

We can also gain an understanding of data presented in charts and graphs by asking questions related to business intelligence (BI) tasks, such as “What is the sales trend for 2023 for company A in the enterprise market?” AWS Fargate is the compute engine for web application.

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AWS AI AI Computer Science 127

databricks

JUNE 11, 2025

Agents deployed on AWS, GCP, or even on-premise systems can now be connected to MLflow 3 for agent observability. Figure 1: Agent Bricks auto-optimizes agents for your data and task MLflow 3.0 Now with MLflow 3, you can monitor and observe agents that are deployed anywhere , even outside of Databricks.

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AWS Machine Learning Blog

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

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Analytics Vidhya

MAY 1, 2024

Amazon Web Services (AWS) has created yet another wave in artificial intelligence (AI) with its new generative AI-powered assistant, Amazon Q. This new AI tool is launched in three variations – Q Developer, Q Business, and Q Apps – catering to the varied needs of businesses, developers, and app builders.

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Artificial Intelligence Artificial Intelligence AWS AI 342

AWS Machine Learning Blog

OCTOBER 21, 2024

Amazon Bedrock offers a serverless experience, so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. The import job can be invoked using the AWS Management Console or through APIs. Service access role.

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AWS Machine Learning Blog

MAY 23, 2025

The content and opinions in this post are those of the third-party author and AWS is not responsible for the content or accuracy of this post. As part of AWS CCI, Genesys Cloud integrates with Amazon Lex, which enables self-service, intelligent routing, and data collection capabilities.

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AWS Analytics Analytics Cloud Data 75

Flipboard

MAY 1, 2025

They maintain conversation context while securely connecting to various APIs and AWS services, making them ideal for tasks like customer service automation, data analysis, and business process automation. In Step 3, Amazon Cognito handles user authentication, and AWS WAF provides security against malicious threats.

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Flipboard

APRIL 11, 2025

Naveen Edapurath Vijayan is a Sr Manager of Data Engineering at AWS, specializing in data analytics and large-scale data systems. Artificial intelligence (AI) is transforming the way businesses analyze data, shifting from traditional business intelligence (BI) dashboards to real-time, automated

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Analytics Analytics Artificial Intelligence Artificial Intelligence 145

AWS Machine Learning Blog

JULY 10, 2024

Today at the AWS New York Summit, we announced a wide range of capabilities for customers to tailor generative AI to their needs and realize the benefits of generative AI faster. Each application can be immediately scaled to thousands of users and is secure and fully managed by AWS, eliminating the need for any operational expertise.

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AWS Machine Learning Blog

DECEMBER 3, 2024

Both categories of data are typically queried and accessed using separate tools, from in-product browse and search functionality for unstructured data, to business intelligence (BI) tools like Amazon QuickSight for structured content. AWS IAM Identity Center set up to be used with Amazon Q Business.

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AWS Machine Learning Blog

SEPTEMBER 28, 2023

With the right strategy, these intelligent solutions can transform how knowledge is captured, organized, and used across an organization. To help tackle this challenge, Accenture collaborated with AWS to build an innovative generative AI solution called Knowledge Assist.

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AWS Machine Learning Blog

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

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Dataconomy

JUNE 11, 2025

End-users of data catalogs Typical users include data scientists, analysts, data engineers, and business users. Additionally, roles within business intelligence (BI) and data governance teams frequently rely on data catalogs to perform their tasks.

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Data Governance Analytics Business Intelligence Business Intelligence 91

AWS Machine Learning Blog

NOVEMBER 30, 2023

The number of companies launching generative AI applications on AWS is substantial and building quickly, including adidas, Booking.com, Bridgewater Associates, Clariant, Cox Automotive, GoDaddy, and LexisNexis Legal & Professional, to name just a few. Innovative startups like Perplexity AI are going all in on AWS for generative AI.

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Flipboard

MAY 20, 2025

Prerequisites Before deploying this solution, make sure that you have the following in place: An AWS account. If you dont have an AWS account, sign up for one. Access as an AWS Identity and Access Management (IAM) administrator or an IAM user that has permissions for: Deploying AWS CloudFormation.

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Data Lakes AWS Analytics Analytics 132

Data Science Blog

JULY 23, 2023

Companies use Business Intelligence (BI), Data Science , and Process Mining to leverage data for better decision-making, improve operational efficiency, and gain a competitive edge. Data Mesh on Azure Cloud with Databricks and Delta Lake for Applications of Business Intelligence, Data Science and Process Mining.

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Data Science Azure Power BI Business Intelligence 246

AWS Machine Learning Blog

NOVEMBER 15, 2023

In this post, we demonstrate how data aggregated within the AWS CCI Post Call Analytics solution allowed Principal to gain visibility into their contact center interactions, better understand the customer journey, and improve the overall experience between contact channels while also maintaining data integrity and security.

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AWS Machine Learning Blog

SEPTEMBER 23, 2024

Rocket Mortgage, America’s largest retail mortgage lender, revolutionizes homeownership with Rocket Logic – Synopsis, an AI tool built on AWS. This post offers insights for businesses aiming to use artificial intelligence (AI) and cloud technologies to enhance customer service and streamline operations.

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AWS Analytics Analytics AI 122

IBM Journey to AI blog

MARCH 14, 2024

Such infrastructure should not only address these issues but also scale according to the demands of AI workloads, thereby enhancing business outcomes. Native integrations with IBM’s data fabric architecture on AWS establish a trusted data foundation, facilitating the acceleration and scaling of AI across the hybrid cloud.

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AWS Database ETL AI 93

databricks

JUNE 12, 2025

160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025.

Data Engineering 130

Data Engineering Data Engineering Data Engineering Data Engineer 130

Flipboard

DECEMBER 17, 2024

We built an innovative solution on Amazon Web Services (AWS) generative artificial intelligence (AI) capabilities that lets clinicians unlock this data treasure trove. Amazon Q Business is HIPAA ( Health Insurance Portability and Accountability Act ) eligible. Amazon Q Business chat-based user interface.

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Data Science Dojo

JULY 6, 2023

Amazon Redshift: Amazon Redshift is a cloud-based data warehousing service provided by Amazon Web Services (AWS). It integrates seamlessly with other AWS services and supports various data integration and transformation workflows. Looker: Looker is a business intelligence and data visualization platform.

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Data Engineering Data Engineering Data Engineering Data Engineer 195

Data Science Blog

NOVEMBER 15, 2023

In addition to Business Intelligence (BI), Process Mining is no longer a new phenomenon, but almost all larger companies are conducting this data-driven process analysis in their organization. For analysis the way of Business Intelligence this normalized data model can already be used. Click to enlarge!

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Data Modeling Data Models Business Intelligence Business Intelligence 245

AWS Machine Learning Blog

MARCH 18, 2025

Solution overview: patient reporting and analysis in clinical trials Key AWS services used in this solution include Amazon Simple Storage Service (Amazon S3), AWS HealthScribe , Amazon Transcribe , and Amazon Bedrock. An AWS account. If you dont have one, you can register for a new AWS account.

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Flipboard

MAY 29, 2025

In this post, we focus on the Amazon Nova image generation models available in AWS Regions in the US, in particular, the Amazon Nova Canvas model. Open the Amazon Bedrock console as an AWS Identity and Access Management (IAM) administrator or appropriate IAM user. Shut down and delete the SageMaker notebook instance.

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AWS Machine Learning Blog

OCTOBER 23, 2024

Amazon Web Services (AWS) has AI and generative AI solutions that you can integrate into your existing contact centers to improve post-call analysis. Embrace the future of customer service with cutting-edge AI and analytics solutions from AWS, and stay ahead of the competition in today’s customer-centric landscape.

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Analytics Analytics AWS Business Intelligence 90

AWS Machine Learning Blog

OCTOBER 2, 2024

In this post, we share AWS guidance that we have learned and developed as part of real-world projects into practical guides oriented towards the AWS Well-Architected Framework , which is used to build production infrastructure and applications on AWS. To learn more, see Log Amazon Bedrock API calls using AWS CloudTrail.

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

With generative AI on AWS, you can reinvent your applications, create entirely new customer experiences, and improve overall productivity. You can use this post as a reference to build secure enterprise applications in the Generative AI domain using AWS services. An Amazon Simple Storage Service (Amazon S3) bucket.

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