AWS Machine Learning Blog

NOVEMBER 29, 2024

About the Authors Shreyas Subramanian is a Principal Data Scientist and helps customers by using generative AI and deep learning to solve their business challenges using AWS services. Shipra Kanoria is a Principal Product Manager at AWS. Can you help me find them? Output: {"name": "search_books", "arguments": {"search_query": "J.K.

AI

AWS Machine Learning Blog

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services.

AWS

AWS Machine Learning Blog

JULY 9, 2025

SageMaker Unified Studio brings together the functionality and tools from existing AWS analytics and AI/ML services, including Amazon EMR , AWS Glue , Amazon Athena , Amazon Redshift , Amazon Bedrock, and Amazon SageMaker AI. To learn more, refer to Amazon Bedrock in SageMaker Unified Studio.

AWS

AWS Machine Learning Blog

FEBRUARY 13, 2025

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 Amazon Web Services (AWS) services without having to manage infrastructure. AWS Lambda The API is a Fastify application written in TypeScript.

AWS

Flipboard

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce a new feature for Amazon SageMaker inference endpoints: the ability to scale SageMaker inference endpoints to zero instances. This long-awaited capability is a game changer for our customers using the power of AI and machine learning (ML) inference in the cloud.

ML

AWS Machine Learning Blog

OCTOBER 23, 2024

SnapLogic uses Amazon Bedrock to build its platform, capitalizing on the proximity to data already stored in Amazon Web Services (AWS). To address customers’ requirements about data privacy and sovereignty, SnapLogic deploys the data plane within the customer’s VPC on AWS.

AI

Flipboard

JULY 3, 2025

To address these challenges, AWS has expanded Amazon SageMaker with a comprehensive set of data, analytics, and generative AI capabilities. It’s available as a standalone service on the AWS Management Console , or through APIs. For setup instructions, see Set up an AWS account and create an administrator user.

ML

Flipboard

APRIL 23, 2025

To assist in this effort, AWS provides a range of generative AI security strategies that you can use to create appropriate threat models. For all data stored in Amazon Bedrock, the AWS shared responsibility model applies.

AWS

AWS Machine Learning Blog

DECEMBER 18, 2024

Training an LLM is a compute-intensive and complex process, which is why Fastweb, as a first step in their AI journey, used AWS generative AI and machine learning (ML) services such as Amazon SageMaker HyperPod. The team opted for fine-tuning on AWS. To further enrich the dataset, Fastweb generated synthetic Italian data using LLMs.

Clustering

AWS Machine Learning Blog

NOVEMBER 1, 2024

These tasks include summarization, classification, information retrieval, open-book Q&A, and custom language generation such as SQL. Sovik Kumar Nath is an AI/ML and Generative AI Senior Solutions Architect with AWS. Outside of work, she enjoys reading books and watching tennis games. Sonnet across various tasks.

Data Preparation

AWS Machine Learning Blog

JULY 11, 2025

This process typically involves training from scratch on diverse datasets, often consisting of hundreds of billions of tokens drawn from books, articles, code repositories, webpages, and other public sources. Fine-tuning methods on AWS Fine-tuning transforms a pre-trained model into one that excels at specific tasks or domains.

AWS

Flipboard

JUNE 23, 2025

From The Wall Street Journal over the weekend: Mark Zuckerberg is spending his days firing off emails and WhatsApp messages to the sharpest minds in artificial intelligence in a frenzied effort to play catch-up. Google has also spent years collecting other forms of data, like scanning books, archiving research papers, etc.

AI

Flipboard

JULY 7, 2025

By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on July 7, 2025 in Language Models Image by Author | Canva Large language models are a big step forward in artificial intelligence. They can predict and generate text that sounds like it was written by a human.

Natural Language Processing

AWS Machine Learning Blog

MAY 15, 2025

As part of this initiative, Vxceed developed LimoConnectQ using Amazon Bedrock and AWS Lambda. This solution enables efficient document searching, simplifies trip booking, and enhances operational decisions while maintaining data security and protection. Book airport to my office transfer next Monday at 10 AM.

AWS

Flipboard

DECEMBER 18, 2024

Amazon OpenSearch Service Amazon OpenSearch Service is a fully managed service that simplifies the deployment, operation, and scaling of OpenSearch in the AWS Cloud to provide powerful search and analytics capabilities. The similarity between query and documents is measured by their relative distances, despite being encoded separately.

K-nearest Neighbors

Flipboard

JUNE 23, 2025

Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, and Cloud. DnD also generalised across domains and model sizes, from 0.5B to 7B parameters. In cross-domain tests, accuracy on a science dataset improved from 35.6% 📣 Want to advertise in AIM? Have a tip?

Data Engineering

O'Reilly Media

NOVEMBER 26, 2024

Too many students think that engineering is about getting the answer in the back of the book, not about making the trade-offs that are necessary in the real world. For example in Topic 1, the skills “AWS” and “cloud” map to the job titles cloud engineer, AWS solutions architect, and technology consultant.

Cloud Computing

databricks

JULY 15, 2025

Book a quick 15-minute strategy call to discuss the latest announcements, see a short demo of Data Intelligence in action, and plan a workshop tailored to your needs. If you’re ready to see what’s possible, connect with your Databricks account executive. The future of games is here.

Data Engineering

AWS Machine Learning Blog

FEBRUARY 25, 2025

The integration with Amazon Bedrock is achieved through the Boto3 Python module, which serves as an interface to the AWS, enabling seamless interaction with Amazon Bedrock and the deployment of the classification model. Take the first step in your generative AI transformationconnect with an AWS expert today to begin your journey.

Algorithm

Pickl AI

DECEMBER 25, 2024

Introduction In the rapidly evolving field of Artificial Intelligence , datasets like the Pile play a pivotal role in training models to understand and generate human-like text. Its diverse content includes academic papers, web data, books, and code. Who Created the Pile Dataset and Why?

Natural Language Processing

PyImageSearch

MAY 19, 2025

run_opensearch.sh Running OpenSearch Locally A script to start OpenSearch using Docker for local testing before deploying to AWS. Register the Sentence Transformer model in AWS OpenSearch: AWS users must ensure that OpenSearch can access the model before indexing. These can be used for evaluation and comparison.

K-nearest Neighbors

ODSC - Open Data Science

JULY 24, 2025

Amazon spokesperson Brad Glasser confirmed the move, stating the company “ made the difficult business decision to eliminate some roles across particular teams ” in AWS. In 2022, it discontinued its Kindle e-book store in China, further reducing its local footprint. -China tensions.

Natural Language Processing

ODSC - Open Data Science

JULY 3, 2025

ODSC Highlights Announcing the First Speakers for ODSC West 2025 Featuring experts from LandChain, CrewAI, AWS, OpenAI, and plenty more, these are the first announced speakers coming to ODSC West 2025 this October. Key Skills You’ll Take Away from the Agentic AI Summit Discover what’s next in autonomous AI at the Agentic AI Summit.

Analytics

Flipboard

APRIL 4, 2025

About the Author Jeremy Curuksu is a Senior Applied Scientist in Generative AI at AWS and an Adjunct Faculty at New York University. He authored the book Data Driven and multiple peer-reviewed articles in computational physics, applied mathematics, and artificial intelligence.

AI

AWS Machine Learning Blog

APRIL 14, 2025

AWS has introduced a multi-agent collaboration capability for Amazon Bedrock Agents , enabling developers to build, deploy, and manage multiple AI agents working together on complex tasks. Hotel booking required for 5 days. For this post, we use the us-west-2 AWS Region. A valid AWS account.

AWS

Flipboard

JUNE 16, 2025

Cloud Computing: Platforms: Amazon Web Services (AWS), Azure, Google Cloud Skills: Docker, Kubernetes, and basic DevOps tools must be learnt to enhance employability. Book here Mohit Pandey Mohit writes about AI in simple, explainable, and often funny words. Database Management : It is crucial to have knowledge of both relational (e.g.,

Python

ODSC - Open Data Science

JANUARY 16, 2025

ODSC Highlights Level Up Your AI Skills With These Announced ODSC East 2025Speakers Representing names like Shopify, AWS, MIT, Harvard, and other AI powerhouses, our first round of ODSC East 2025 speakers are worth paying attention to. What can AI do to lower carbon footprints and make supply chainsgreener? ODSC East 202550% Off EndsSoon!

AI

Flipboard

JUNE 24, 2025

For AWS, Boto3 provides Python bindings to AWS services, including Amazon Bedrock, which provides access to a number of FMs. Prerequisites To follow this tutorial, you must have the following: An AWS account with access to Amazon Bedrock. Phoenix can also be self-hosted on AWS instead. An Amazon Bedrock agent.

AI

Flipboard

MAY 5, 2025

Home Table of Contents Build a Search Engine: Setting Up AWS OpenSearch Introduction What Is AWS OpenSearch? What AWS OpenSearch Is Commonly Used For Key Features of AWS OpenSearch How Does AWS OpenSearch Work? Why Use AWS OpenSearch for Semantic Search? Looking for the source code to this post?

AWS

AWS Machine Learning Blog

APRIL 30, 2025

This post explores key insights and lessons learned from AWS customers in Europe, Middle East, and Africa (EMEA) who have successfully navigated this transition, providing a roadmap for others looking to follow suit. Il Sole 24 Ore leveraged its vast internal knowledge with a Retrieval Augmented Generation (RAG) solution powered by AWS.

AWS

Flipboard

JULY 12, 2025

Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, and Cloud. As GenAI improves at delivering code, the best developers may not be the fastest builders, but rather the most profound thinkers who retain their curiosity and critical thinking. 📣 Want to advertise in AIM?

AI

Flipboard

MAY 1, 2025

You ask the agent to Book a 5-day trip to Europe in January and we like warm weather. By doing this, clients and servers can scale independently, making it a great fit for serverless orchestration powered by Lambda, AWS Fargate for Amazon ECS, or Fargate for Amazon EKS.

AI

Flipboard

JUNE 16, 2025

Amazon Web Services (AWS) offers an entire menu of functions in this space. AWS positions this service alongside the Amazon Transcribe speech-to-text tools, the quirkily named Amazon Rekognition image and video analysis service… and there’s also Amazon Textract, which extracts metadata from scanned documents and images.

Big Data

AWS Machine Learning Blog

MARCH 13, 2025

Advancements in multimodal artificial intelligence (AI), where agents can understand and generate not just text but also images, audio, and video, will further broaden their applications. Lets start with a simple travel booking scenario: Your interaction begins with telling a travel planning agent about your desired trip.

AI

Flipboard

JULY 17, 2025

Then you pretrain the model with tremendous quantities of text—like an entire copy of the internet or a gigantic collection of pirated books—that comes complete with an automatic system that checks if the model produces correct predictions, and fiddles with the relevant parameters if not.

Artificial Intelligence

PyImageSearch

MAY 12, 2025

Home Table of Contents Build a Search Engine: Deploy Models and Index Data in AWS OpenSearch Introduction What Will We Do in This Blog? However, we will also provide AWS OpenSearch instructions so you can apply the same setup in the cloud. This is useful for running OpenSearch locally for testing before deploying it on AWS.

AWS

Hacker News

JUNE 26, 2025

The reason traditional material doesn't attempt immersive techniques is because it is much much easier to print a static book than it is to produce interactive and adaptive content. First off, you can provide immersion with static books. I expected it to be awful. The complete cantonese books are good.

AI