AWS Machine Learning Blog

AUGUST 5, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation , enabling organizations to quickly and effortlessly set up a powerful RAG system. On the AWS CloudFormation console, create a new stack. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

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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

NOVEMBER 17, 2023

In a recent webinar, Slalom and Amazon Web Services (AWS) showcased the incredible potential of chat-based enterprise search powered by AWS generative …

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Flipboard

NOVEMBER 20, 2024

Prerequisites Before proceeding with this tutorial, make sure you have the following in place: AWS account – You should have an AWS account with access to Amazon Bedrock. She speaks at internal and external conferences such AWS re:Invent, Women in Manufacturing West, YouTube webinars, and GHC 23. model in Amazon Bedrock.

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AWS Machine Learning Blog

JANUARY 13, 2023

In this post, we show you how Parsons is building its next generation workforce by using machine learning (ML) and artificial intelligence (AI) with AWS DeepRacer in a fun and collaborative way. Parsons realized success of this event would be driven by efficient mechanisms and processes the AWS DeepRacer community has in place.

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AWS Machine Learning Blog

SEPTEMBER 24, 2024

AWS AI and machine learning (ML) services help address these concerns within the industry. In this post, we share how legal tech professionals can build solutions for different use cases with generative AI on AWS. These capabilities are built using the AWS Cloud. At AWS, security is our top priority.

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AWS Machine Learning Blog

OCTOBER 23, 2024

The solution’s scalability quickly accommodates growing data volumes and user queries thanks to AWS serverless offerings. It also uses the robust security infrastructure of AWS to maintain data privacy and regulatory compliance. Amazon API Gateway routes the incoming message to the inbound message handler, executed on AWS Lambda.

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Flipboard

JUNE 9, 2025

by Ankush Das It is no surprise that developers are using AI models to write their code.

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AWS Machine Learning Blog

AUGUST 28, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS Cloud Development Kit (AWS CDK), enabling organizations to quickly set up a powerful question answering system. The AWS CDK already set up. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

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Flipboard

DECEMBER 18, 2023

Over the last few months, EdSurge webinar host Carl Hooker moderated three webinars featuring field-expert panelists discussing the transformative impact of artificial intelligence in the education field. Agreeing with Glass, webinar host Hooker suggests, “A teacher won't be replaced by AI.

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Flipboard

MARCH 24, 2025

As funding and projected revenues increase, the fintech sector is rapidly evolving, largely fuelled by advancements in artificial intelligence (AI)

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AWS Machine Learning Blog

MARCH 7, 2025

Today, Amazon Web Services (AWS) announced the general availability of Amazon Bedrock Knowledge Bases GraphRAG (GraphRAG), a capability in Amazon Bedrock Knowledge Bases that enhances Retrieval-Augmented Generation (RAG) with graph data in Amazon Neptune Analytics. For Knowledge Base details , enter a name and an optional description.

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AWS Machine Learning Blog

APRIL 23, 2024

The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud. This post explores the new enterprise-grade features for Knowledge Bases on Amazon Bedrock and how they align with the AWS Well-Architected Framework.

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DagsHub

MARCH 3, 2024

In this DagsHub community webinar, Pavlo Fesenko explores the world of video classification and model deployment. Learn to deploy machine learning models using AWS's free tools, create automated CI/CD pipelines, and master MLflow's model registry. This is a practical session for enthusiasts and ML professionals alike!

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AWS Machine Learning Blog

MARCH 20, 2025

Cross-Region inference enables seamless management of unplanned traffic bursts by using compute across different AWS Regions. Amazon Bedrock Data Automation optimizes for available AWS Regional capacity by automatically routing across regions within the same geographic area to maximize throughput at no additional cost.

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Data Science 101

JANUARY 3, 2020

Machine Learning with Kubernetes on AWS A talk from Container Day 2019 in San Diego. A First Look at AWS Data Exchange (Webinar) AWS Data Exchange is a product for finding and using third party data. This is a free webinar on January 28, 2020. Courses/Education.

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Precisely

AUGUST 26, 2024

Key Takeaways: Enhance capabilities through partnerships: AWS, Confluent, and Precisely accelerate mainframe modernization efforts, providing you with essential tools for success. To explore this topic, experts from AWS , Confluent , and Precisely came together to discuss the challenges and opportunities of this migration.

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Flipboard

JUNE 6, 2025

The solution: Domino Data Lab orchestrates AI innovation on AWS GovCloud In 2022, the Navy and DIU issued a call to the private sector, seeking innovative solutions to create a robust machine learning operations (MLOps) pipeline that could meet their needs.

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AWS Machine Learning Blog

JULY 1, 2024

Use the provided AWS CloudFormation template in your preferred AWS Region and configure the bot. Prerequisites To implement this solution, you need the following: An AWS account with privileges to create AWS Identity and Access Management (IAM) roles and policies. For instructions, see Model access.

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AWS Machine Learning Blog

FEBRUARY 19, 2024

Note that you can also use Knowledge Bases for Amazon Bedrock service APIs and the AWS Command Line Interface (AWS CLI) to programmatically create a knowledge base. Create a Lambda function This Lambda function is deployed using an AWS CloudFormation template available in the GitHub repo under the /cfn folder.

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AWS Machine Learning Blog

AUGUST 7, 2024

About the Author Wei Teh is an Machine Learning Solutions Architect at AWS. Pallavi Nargund is a Principal Solutions Architect at AWS. In her role as a cloud technology enabler, she works with customers to understand their goals and challenges, and give prescriptive guidance to achieve their objective with AWS offerings.

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AWS Machine Learning Blog

FEBRUARY 12, 2025

This could include server-based options like Amazon Elastic Compute Cloud (Amazon EC2), managed services like Amazon Relational Database Service (Amazon RDS) and Amazon DynamoDB , or serverless approaches such as AWS Amplify and Amazon Elastic Container Service (Amazon ECS). Securing your generative AI system is another crucial aspect.

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AWS Machine Learning Blog

MARCH 1, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. She speaks at internal and external conferences such AWS re:Invent, Women in Manufacturing West, YouTube webinars, and GHC 23. Pallavi Nargund is a Principal Solutions Architect at AWS. billion, $6.1 billion, and $5.9

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IBM Journey to AI blog

JUNE 20, 2024

In this expanding market, IBM® and Amazon Web Services (AWS) have strategically partnered to address the growing demand from customers for effective AI governance solutions. Broadening the market with IBM’s software on AWS IBM also offers a wide range of software products and consulting services through the AWS Marketplace.

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AWS Machine Learning Blog

JANUARY 31, 2024

You can use it via either the Amazon Bedrock REST API or the AWS SDK. The following code is an example using the AWS SDK for Python (Boto3): import boto3 import json #Create the connection to Bedrock bedrock = boto3.client( He works with customers to align AWS capabilities with their greatest business challenges.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock allows you to build performant and customized Retrieval Augmented Generation (RAG) applications on top of AWS and third-party vector stores using both AWS and third-party models. You can also use the StartIngestionJob API to trigger the sync via the AWS SDK.

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Flipboard

JUNE 9, 2025

by Mohit Pandey India’s mission to build sovereign AI is slowly taking shape.

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Tableau

MARCH 9, 2021

They also adapted to all-digital engagement by hosting webinars, digital meetups, and Tableau Days to bring the power of Tableau to potential customers in new ways, passing >400 leads to Tableau which created a multi-million dollar pipeline. Impactful Technology Solution of the Year: AWS. We appreciate you AWS!

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AWS Machine Learning Blog

APRIL 3, 2024

Prerequisites To implement the solution provided in this post, you should have the following: An AWS account and familiarity with FMs, Amazon Bedrock, Amazon SageMaker , and OpenSearch Service. Virginia) and US West (Oregon) AWS Regions. Rupinder Grewal is a Senior AI/ML Specialist Solutions Architect with AWS.

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ODSC - Open Data Science

AUGUST 3, 2023

ML for Big Data with PySpark on AWS, Asynchronous Programming in Python, and the Top Industries for AI Harnessing Machine Learning on Big Data with PySpark on AWS In this brief tutorial, you’ll learn some basics on how to use Spark on AWS for machine learning, MLlib, and more.

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AWS Machine Learning Blog

AUGUST 16, 2023

Starting from foundational principles of what is AI and how does ML work, it’s delivering a rolling program of company-wide AI awareness sessions, including webinars, training materials, and panel discussions. This is all facilitated by the modular serverless AWS architecture that underpins the solution.

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ODSC - Open Data Science

NOVEMBER 16, 2023

Intelligent Document Processing with AWS, Mastering Data Visualization, GPT-4 Turbo, and ODSC West Keynote Recaps Intelligent Document Processing with AWS AI Services and Amazon Bedrock In this article, we briefly discuss the various phases of IDP and how generative AI is being utilized to augment existing IDP workloads or develop new IDP workloads.

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Pickl AI

NOVEMBER 18, 2024

Industry-recognised certifications, like IBM and AWS, provide credibility. Additionally, familiarity with Machine Learning frameworks and cloud-based platforms like AWS or Azure adds value to their expertise. Key Features: In-Depth AWS Training: Learn about AWS Glue, Athena, Redshift, and more. Who is a Data Analyst?

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Dataconomy

MARCH 19, 2024

From insightful webinars and comprehensive training sessions to cutting-edge demos and more, we’ll cover all the highlights and innovations showcased at this year’s event. Integration of the new NVIDIA Blackwell GPU platform into AWS infrastructure is announced, enhancing generative AI capabilities.

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Precisely

MAY 16, 2024

Watch the webinar AI You Can Trust Watch this webinar and see how we explore organizational challenges in maintaining data integrity for AI applications and real-world use cases showcasing the transformative impact of high-integrity data on AI success. For more, watch the on-demand webinar: AI You Can Trust.

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AWS Machine Learning Blog

JUNE 27, 2023

That is where Provectus , an AWS Premier Consulting Partner with competencies in Machine Learning, Data & Analytics, and DevOps, stepped in. To learn more about the Provectus ML infrastructure and MLOps, visit Machine Learning Infrastructure and watch the webinar for more practical advice.

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AWS Machine Learning Blog

JULY 10, 2024

From the AWS Management Console for Amazon Bedrock, you can start creating a knowledge base by choosing Create knowledge base. Custom processing using Lambda functions For those seeking more control and flexibility, Knowledge Bases for Amazon Bedrock now offers the ability to define custom processing logic using AWS Lambda functions.

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