AWS Machine Learning Blog

MARCH 3, 2025

Increasingly, organizations across industries are turning to generative AI foundation models (FMs) to enhance their applications. The launcher interfaces with underlying cluster management systems such as SageMaker HyperPod (Slurm or Kubernetes) or training jobs, which handle resource allocation and scheduling. recipes=recipe-name.

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AWS Machine Learning Blog

SEPTEMBER 18, 2024

It is important to consider the massive amount of compute often required to train these models. When using compute clusters of massive size, a single failure can often throw a training job off course and may require multiple hours of discovery and remediation from customers.

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AWS Machine Learning Blog

MARCH 19, 2025

As we gather for NVIDIA GTC, organizations of all sizes are at a pivotal moment in their AI journey. The question is no longer whether to adopt generative AI, but how to move from promising pilots to production-ready systems that deliver real business value.

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AWS Machine Learning Blog

APRIL 4, 2023

In this post, we seek to separate a time series dataset into individual clusters that exhibit a higher degree of similarity between its data points and reduce noise. The purpose is to improve accuracy by either training a global model that contains the cluster configuration or have local models specific to each cluster.

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AWS Machine Learning Blog

APRIL 10, 2025

As cluster sizes grow, the likelihood of failure increases due to the number of hardware components involved. Larger clusters, more failures, smaller MTBF As cluster size increases, the entropy of the system increases, resulting in a lower MTBF. It implies that if a single instance fails, it stops the entire job.

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Flipboard

DECEMBER 27, 2024

DeepSeek trains DeepSeek-V3 model with 671 billion parameters on a cluster of 2048 GPUs.

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ODSC - Open Data Science

MARCH 14, 2023

One of the simplest and most popular methods for creating audience segments is through K-means clustering, which uses a simple algorithm to group consumers based on their similarities in areas such as actions, demographics, attitudes, etc. In this tutorial, we will work with a data set of users on Foursquare’s U.S.

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Google Research AI blog

MAY 25, 2023

Posted by Vincent Cohen-Addad and Alessandro Epasto, Research Scientists, Google Research, Graph Mining team Clustering is a central problem in unsupervised machine learning (ML) with many applications across domains in both industry and academic research more broadly. When clustering is applied to personal data (e.g.,

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AWS Machine Learning Blog

NOVEMBER 22, 2024

Companies across various scales and industries are using large language models (LLMs) to develop generative AI applications that provide innovative experiences for customers and employees. However, building or fine-tuning these pre-trained LLMs on extensive datasets demands substantial computational resources and engineering effort.

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Flipboard

FEBRUARY 13, 2025

An autonomous clustering method mimics natural learning with big potential upsides for truly 'thinking' AI.

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AWS Machine Learning Blog

OCTOBER 23, 2024

The landscape of enterprise application development is undergoing a seismic shift with the advent of generative AI. This intuitive platform enables the rapid development of AI-powered solutions such as conversational interfaces, document summarization tools, and content generation apps through a drag-and-drop interface.

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AWS Machine Learning Blog

MAY 14, 2025

Business use case After its public release, DeepSeek-R1 model, developed by DeepSeek AI , showed impressive results across multiple evaluation benchmarks. To learn more details about these service features, refer to Generative AI foundation model training on Amazon SageMaker.

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Flipboard

AUGUST 31, 2023

Tesla has revealed its investment into a massive compute cluster comprising 10,000 Nvidia H100 GPUs specifically designed to power AI workloads.

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Flipboard

DECEMBER 26, 2023

Wes Ramage was born with a condition called optic nerve hypoplasia, an underdevelopment of the clusters of cells that relay signals from the retina to the brain. He can see objects, but no details. His family moved around a lot throughout Southern Ontario. As a kid with extremely limited vision, he …

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AWS Machine Learning Blog

JUNE 27, 2024

This is a guest post by Arash Sadrieh, Tahir Azim, and Tengfui Xue from NinjaTech AI. NinjaTech AI’s mission is to make everyone more productive by taking care of time-consuming complex tasks with fast and affordable artificial intelligence (AI) agents. We also used AWS ParallelCluster to manage cluster orchestration.

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Flipboard

JANUARY 24, 2025

A right-sized cluster will keep this compressed index in memory. As an AI-centered platform, it creates direct pathways from customer feedback to product development, helping over 1,000 companies accelerate growth with accurate search, fast analytics, and customizable workflows. Anshu Avinash, Head of AI and Search at DevRev.

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Flipboard

NOVEMBER 18, 2024

Artificial intelligence infrastructure provider Nebius Group NV today announced the launch of its first graphics processing unit clusters in the U.S. …

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Flipboard

FEBRUARY 16, 2025

Several studies have implemented artificial intelligence (AI) to detect CKD. However, these studies used small datasets, had overfitting problems, lacked generalizability, or used complex algorithms that may require additional computational resources. We identified three clusters from 1600 records.

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Pickl AI

MAY 10, 2023

Machine Learning is a subset of Artificial Intelligence and Computer Science that makes use of data and algorithms to imitate human learning and improving accuracy. Being an important component of Data Science, the use of statistical methods are crucial in training algorithms in order to make classification.

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Towards AI

JANUARY 6, 2025

Author(s): Jennifer Wales Originally published on Towards AI. TOP 20 AI CERTIFICATIONS TO ENROLL IN 2025 Ramp up your AI career with the most trusted AI certification programs and the latest artificial intelligence skills. Read on to explore the best 20 courses worldwide.

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AWS Machine Learning Blog

MAY 15, 2025

This is where Apoidea Group , a leading AI-focused FinTech independent software vendor (ISV) based in Hong Kong, has made a significant impact. By using cutting-edge generative AI and deep learning technologies, Apoidea has developed innovative AI-powered solutions that address the unique needs of multinational banks.

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Dataconomy

MARCH 12, 2025

Machine teaching is redefining how we interact with artificial intelligence (AI) and machine learning (ML). As industries increasingly adopt AI solutions, professionals without a technical background can now step into the realm of machine learning, leveraging powerful algorithms to automate tasks and improve decision-making.

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Flipboard

MAY 5, 2025

Amazon OpenSearch Service is a fully managed solution that simplifies the deployment, operation, and scaling of OpenSearch clusters in the AWS Cloud. Figure 2 : Amazon OpenSearch Service for Vector Search: Demo Key Features of AWS OpenSearch Scalability: Easily scale clusters up or down based on workload demands.

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Flipboard

JUNE 5, 2023

One resembles the kind of pickup soccer game, usually with very young kids or drunk adults, where every player clusters in a … Here's why. There are, roughly speaking, two Silicon Valleys.

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AWS Machine Learning Blog

MARCH 13, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability 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.

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Pickl AI

JULY 18, 2023

With technological developments occurring rapidly within the world, Computer Science and Data Science are increasingly becoming the most demanding career choices. Moreover, with the oozing opportunities in Data Science job roles, transitioning your career from Computer Science to Data Science can be quite interesting.

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NYU Center for Data Science

JANUARY 25, 2024

Andrew Wilson (Associate Professor of Computer Science and Data Science) “ A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning ” by Valeriia Cherepanova, Roman Levin, Gowthami Somepalli, Jonas Geiping, C.

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AWS Machine Learning Blog

JANUARY 30, 2025

Today, we are announcing that DeepSeek AI s first-generation frontier model, DeepSeek-R1 , is available through Amazon SageMaker JumpStart and Amazon Bedrock Marketplace to deploy for inference. You can now use DeepSeek-R1 to build, experiment, and responsibly scale your generative AI ideas on AWS. 48xlarge for endpoint usage.

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IBM Journey to AI blog

DECEMBER 20, 2023

That’s why diversifying enterprise AI and ML usage can prove invaluable to maintaining a competitive edge. ML is a computer science, data science and artificial intelligence (AI) subset that enables systems to learn and improve from data without additional programming interventions. What is machine learning?

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AWS Machine Learning Blog

SEPTEMBER 26, 2024

Video generation has become the latest frontier in AI research, following the success of text-to-image models. Luma AI’s recently launched Dream Machine represents a significant advancement in this field. However, building large distributed training clusters is a complex and time-intensive process that requires in-depth expertise.

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NYU Center for Data Science

NOVEMBER 15, 2023

The conference began in 1987 and focuses on the advancement of research in AI and machine learning. The conference will take place in-person at the New Orleans Ernest N. Morial Convention Center.

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AWS Machine Learning Blog

JUNE 25, 2024

This solution simplifies the integration of advanced monitoring tools such as Prometheus and Grafana, enabling you to set up and manage your machine learning (ML) workflows with AWS AI Chips. The Container Insights dashboard also shows cluster status and alarms.

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AWS Machine Learning Blog

SEPTEMBER 12, 2024

As generative AI moves from proofs of concept (POCs) to production, we’re seeing a massive shift in how businesses and consumers interact with data, information—and each other. To learn more about Act 1 and Act 2, refer to Are we prepared for “Act 2” of gen AI?

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Data Science Dojo

OCTOBER 25, 2024

Developed by OpenAI, it’s one of the most extensive benchmarks available, containing 57 subjects that range from general knowledge areas like history and geography to specialized fields like law, medicine, and computer science. Source: Evidently AI F1 Score : Balances precision (correctness) and recall (completeness).

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AWS Machine Learning Blog

SEPTEMBER 12, 2024

Thomson Reuters , a global content and technology-driven company, has been using artificial intelligence and machine learning (AI/ML) in its professional information products for decades. Thomson Reuters was no exception and keenly felt the need to help its customers be successful in this burgeoning, AI-augmented, world.

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Flipboard

JULY 10, 2023

Over time, many enterprises have built an on-premises cluster of servers, accumulating data, and then procuring more servers and storage. They often …

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Flipboard

DECEMBER 3, 2024

Bloomberg Markets "Bloomberg Markets" is focused on bringing you the most important global business and breaking markets news and information as it …

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