Iguazio

JUNE 9, 2025

In November of 2022, OpenAI launched ChatGPT, with explosive growth of over 1 million users in just five days, galvanizing the widespread use of gen AI. In less than three years, gen AI has become a staple technology in the business world. We introduce their new solution model deployment - NVIDIA NIM.

AI 52

AI AI Data Preparation Data Scientist 52

Hacker News

JULY 1, 2025

If you know the phrase "Scam Likely", we were a pioneer :) There is a noticeable gap in my resume where I was dealing with health issues from 2022 - 2024, but am looking to rejoin the software industry. I have about 3 YoE training PyTorch models on HPC clusters and 1 YoE optimizing PyTorch models, including with custom CUDA kernels.

Python 55

Python AWS SQL ML 55

Hacker News

JUNE 6, 2025

JEPSEN Blog Analyses Talks Consistency Services Ethics TigerBeetle 0.16.11 TigerBeetle has written a companion blog post to this work. 2 The Viewstamped Operation Replicator (VOPR) test simulates an entire TigerBeetle cluster, including clock, disk, and network interfaces. We tested TigerBeetle 0.16.11 through 0.16.30.

Clustering 84

Clustering Database Data Modeling Data Models 84

Hacker News

JULY 6, 2025

Building an OpenSearch cluster to allow healthcare providers to quickly search across a patients entire medical history. About What Happens at YC? Here are some example projects we’ve been working on recently: Using LLMs to transform freeform doctors notes into medical data we can add to patient medical records.

Clustering 97

Clustering AWS Python 97

Hacker News

JUNE 26, 2025

The whitepaper presents a table where the total costs of running a 40MW data centre cluster over ten years is determined to be $167M on Earth versus $8.2M The remainder of this blog is dedicated to estimating these launch numbers for three main part of the SDC: solar arrays , radiators , and servers.

Clustering 93

Clustering 93

Hacker News

JUNE 9, 2025

Inefficiency of QF under altruistic motives is proven in Appendix A in Connection-Oriented Cluster Matching Paper 2. Some work has been done on collusion resistant variants of QF, such as Connection-Oriented Cluster Matching. link] ↩︎ © 2016 - 2025 Jonathan Wardens Blog Built with Hugo Theme Stack designed by Jimmy

Clustering 88

Clustering 88

Hacker News

JUNE 25, 2025

Follow with RSS or E-Mail Follow by E-Mail Get new posts by email: Advanced Propulsion Research Exoplanet Projects (Earth) AFOE Amateur Exoplanet Archive Anglo-Australian Planet Search APACHE Project ASTEP: Antarctic Search for Transiting Extrasolar Planets ASTRA Astro Gregas Atacama Large Millimetre Array Automated Planet Finder Berlin Exoplanet Search (..)

Database 90

Database Clustering 90

Hacker News

JULY 1, 2025

It seems like that's not the main focus of your org, but I was pleased to see a reference to RCV in your blog: [0] [0]: https://goodparty.org/blog/article/final-five-voting-explain. reply bravesoul2 3 hours ago | root | parent | next [–] I live in Australia and we have preferential voting.

Python 76

Python AWS ML ML 76

Hacker News

JUNE 29, 2025

Some pages the HN crowd might be interested in: * https://vexlio.com/blog/making-diagrams-with-syntax-highligh. https://vexlio.com/solutions/state-diagram-maker/ * https://vexlio.com/blog/speed-up-your-overleaf-workflow-fast. It's readable, minimalist.

AI 80

AI AI Database Python 80

Google Research AI blog

FEBRUARY 10, 2023

In 2022, we continued this journey, and advanced the state-of-the-art in several related areas. We continued our efforts in developing new algorithms for handling large datasets in various areas, including unsupervised and semi-supervised learning , graph-based learning , clustering , and large-scale optimization.

Algorithm 110

Algorithm Clustering ML ML 110

AWS Machine Learning Blog

APRIL 22, 2024

Amazon SageMaker HyperPod is purpose-built to accelerate foundation model (FM) training, removing the undifferentiated heavy lifting involved in managing and optimizing a large training compute cluster. In this solution, HyperPod cluster instances use the LDAPS protocol to connect to the AWS Managed Microsoft AD via an NLB.

Clustering 121

Clustering AWS Machine Learning Machine Learning 121

Data Science Dojo

MAY 3, 2023

This blog will aim to clear concepts of how this additional tool can help you efficiently access data, especially when there are clear patterns involved. Clustered Indexes : have ordered files and built on non-unique columns. You may only build a single Primary or Clustered index on a table.

Python 369

Python Clustering SQL Data Science 369

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.,

Clustering 89

Clustering Algorithm Machine Learning Machine Learning 89

Smart Data Collective

OCTOBER 13, 2021

This is something that you can learn more about in just about any technology blog. Predictive analytics is an area of big data analysis that facilitates the identification of trends, exceptions and clusters of events, and all this allows forecasting future trends that affect the business. In forecasting future events.

Data Visualization 145

Data Visualization Big Data Big Data Predictive Analytics 145

Tableau

SEPTEMBER 1, 2022

September 1, 2022 - 6:50pm. September 7, 2022. During my four years with Tableau, I’ve had the privilege to engage with amazing people who gave the gift of content, from beginner to advanced—spanning blogs, videos, Tweets, podcasts, and more. . What is Clustering in Tableau? Caroline Yam. Community Manager, Tableau.

Tableau 98

Tableau Data Visualization Clustering 98

Tableau

SEPTEMBER 1, 2022

September 1, 2022 - 6:50pm. September 7, 2022. During my four years with Tableau, I’ve had the privilege to engage with amazing people who gave the gift of content, from beginner to advanced—spanning blogs, videos, Tweets, podcasts, and more. . What is Clustering in Tableau? Caroline Yam. Community Manager, Tableau.

Tableau 98

Tableau Data Visualization Clustering 98

Hacker News

JUNE 27, 2023

For example, on a commercially available cluster of 3,584 H100 GPUs co-developed by startup Inflection AI and operated by CoreWeave , a cloud service provider specializing in GPU-accelerated workloads, the system completed the massive GPT-3-based training benchmark in less than eleven minutes.

AI 182

AI AI Clustering Machine Learning 182

Google Research AI blog

FEBRUARY 28, 2023

In 2022, we expanded our research interactions and programs to faculty and students across Latin America , which included grants to women in computer science in Ecuador. See some of the datasets and tools we released in 2022 listed below. We work towards inclusive goals and work across the globe to achieve them.

ML 72

ML ML Deep Learning Deep Learning 72

AWS Machine Learning Blog

SEPTEMBER 7, 2023

In February 2022, Amazon Web Services added support for NVIDIA GPU metrics in Amazon CloudWatch , making it possible to push metrics from the Amazon CloudWatch Agent to Amazon CloudWatch and monitor your code for optimal GPU utilization. The aws-do-eks project comes with a collection of cluster configurations. env-config.sh

Clustering 124

Clustering AWS Machine Learning Machine Learning 124

IBM Journey to AI blog

DECEMBER 20, 2023

The most common unsupervised learning method is cluster analysis, which uses clustering algorithms to categorize data points according to value similarity (as in customer segmentation or anomaly detection ). K-means clustering is commonly used for market segmentation, document clustering, image segmentation and image compression.

Machine Learning 92

Machine Learning Machine Learning Supervised Learning Clustering 92

Google Research AI blog

DECEMBER 7, 2022

Posted by Malaya Jules, Program Manager, Google This week, the premier conference on Empirical Methods in Natural Language Processing (EMNLP 2022) is being held in Abu Dhabi, United Arab Emirates. We are proud to be a Diamond Sponsor of EMNLP 2022, with Google researchers contributing at all levels.

Natural Language Processing 52

Natural Language Processing Artificial Intelligence Clustering Artificial Intelligence 52

AWS Machine Learning Blog

JUNE 7, 2023

This blog post is co-written with Dr. Ebtesam Almazrouei, Executive Director–Acting Chief AI Researcher of the AI-Cross Center Unit and Project Lead for LLM Projects at TII. For example, GPT-3 (2020) and BLOOM (2022) feature around 175 billion parameters, Gopher (2021) has 230 billion parameters, and MT-NLG (2021) 530 billion parameters.

Clustering 101

Clustering Machine Learning Machine Learning AWS 101

Google Research AI blog

FEBRUARY 15, 2023

In “ FriendlyCore: Practical Differentially Private Aggregation ”, presented at ICML 2022 , we introduce a general framework for computing differentially private aggregations. Clustering and other applications Other applications of our aggregation method are clustering and learning the covariance matrix of a Gaussian distribution.

Clustering 94

Clustering Algorithm Machine Learning Machine Learning 94

AWS Machine Learning Blog

SEPTEMBER 12, 2024

LLMs disrupt the industry Towards the end of 2022, groundbreaking LLMs were released that realized drastic improvements over previous model capabilities. In order to provision a highly scalable cluster that is resilient to hardware failures, Thomson Reuters turned to Amazon SageMaker HyperPod. Chinchilla point 52b 132b 260b 600b 1.3t

Clustering 111

Clustering AWS ML ML 111

AWS Machine Learning Blog

FEBRUARY 1, 2023

In late 2022, AWS announced the general availability of Amazon EC2 Trn1 instances powered by AWS Trainium —a purpose-built machine learning (ML) accelerator optimized to provide a high-performance, cost-effective, and massively scalable platform for training deep learning models in the cloud.

AWS 98

AWS Clustering Deep Learning Deep Learning 98

Tableau

JUNE 23, 2022

June 23, 2022 - 5:47pm. July 8, 2022. Or are there clusters of points? We’ll explore these maps and how to make them in the next blog in this series. . Sarah Battersby. Principal Research Scientist, Tableau. Kristin Adderson. Do you see an even distribution of the locations or values in the data?

Tableau 102

Tableau Clustering Analytics Analytics 102

AWS Machine Learning Blog

MAY 31, 2023

With containers, scaling on a cluster becomes much easier. In late 2022, AWS announced the general availability of Amazon EC2 Trn1 instances powered by AWS Trainium accelerators, which are purpose built for high-performance deep learning training. On the Amazon ECS console, choose Clusters in the navigation pane. Choose Create.

AWS 112

AWS Machine Learning Machine Learning Clustering 112

Google Research AI blog

MARCH 7, 2023

In this competition, we invite researchers from around the world to build systems that can produce hierarchical annotations of text in images using words clustered into lines and paragraphs. Middle: Illustration of line clustering. Right: Illustration paragraph clustering. The concept of hierarchical text representation.

Clustering 102

Clustering Natural Language Processing Deep Learning Deep Learning 102

AWS Machine Learning Blog

MARCH 6, 2023

These factors require training an LLM over large clusters of accelerated machine learning (ML) instances. Within one launch command, Amazon SageMaker launches a fully functional, ephemeral compute cluster running the task of your choice, and with enhanced ML features such as metastore, managed I/O, and distribution.

AWS 106

AWS Clustering ML ML 106

phData

NOVEMBER 9, 2023

This blog was originally written by Keith Smith and updated for 2024 by Justin Delisi. In this blog, we’ll explain what makes up the Snowflake Data Cloud, how some of the key components work, and finally some estimates on how much it will cost your business to utilize Snowflake.

Data Warehouse 98

Data Warehouse Data Lakes Clustering Cloud Data 98

phData

MAY 12, 2023

.” This is where you might think about data clustering to increase throughput and decrease latency for your queries. In this blog, we will explore the option of data clustering. What is Clustering Data in Snowflake? A simple example would be to cluster on a date or timestamp column.

Clustering 64

Clustering Data Warehouse Database Analytics 64

AWS Machine Learning Blog

AUGUST 15, 2024

Afterward, you need to manage complex clusters to process and train your ML models over these large-scale datasets. Solution overview For this post, we use a sample dataset of a 33 GB CSV file containing flight purchase transactions from Expedia between April 16, 2022, and October 5, 2022.

ML 125

ML ML Data Preparation AWS 125

Google Research AI blog

DECEMBER 14, 2022

This feature is powered by Google's new speaker diarization system named Turn-to-Diarize , which was first presented at ICASSP 2022. It also reduces the total number of embeddings to be clustered, thus making the clustering step less expensive. It significantly improves the readability and usability of the recording transcripts.

Clustering 59

Clustering Algorithm Machine Learning Machine Learning 59

AWS Machine Learning Blog

JANUARY 26, 2023

Deep Dive into Model Tuning and Benefits of Warm Pools SageMaker Automated Model Tuning leverages Warm Pools by default for any tuning job as of August 2022 (announcement). After the first training job is complete, the instances used for training are retained in the warm pool cluster.

ML 100

ML ML Data Scientist AWS 100

AWS Machine Learning Blog

JANUARY 30, 2023

In these cases, you might be able to speed up the process by distributing training over multiple machines or processes in a cluster. This post discusses how SageMaker LightGBM helps you set up and launch distributed training, without the expense and difficulty of directly managing your training clusters. 1 5329 5414 0.937 0.947 65.6

Algorithm 103

Algorithm Clustering Machine Learning Machine Learning 103

Tableau

JUNE 23, 2022

June 23, 2022 - 5:47pm. July 8, 2022. Or are there clusters of points? We’ll explore these maps and how to make them in the next blog in this series. . Sarah Battersby. Principal Research Scientist, Tableau. Kristin Adderson. Do you see an even distribution of the locations or values in the data?

Tableau 65

Tableau Clustering Analytics Analytics 65

PyImageSearch

JUNE 19, 2023

This can be especially useful when recommending blogs, news articles, and other text-based content. Each service uses unique techniques and algorithms to analyze user data and provide recommendations that keep us returning for more. Figure 1: Distribution of applications of recommendation systems (source: Ko et al.,

K-nearest Neighbors 57

K-nearest Neighbors Clustering Algorithm Deep Learning 57