Hacker News

FEBRUARY 2, 2023

A 50-Year Quest: My Personal Journey with the Second Law of Thermodynamics 3. And here they are, still on my bookshelf today, just a little faded, more than half a century later: For a while the first book in the series was my favorite. They all became my personal friends. How Did We Get Here? Then the third.

Machine Learning 154

Machine Learning Machine Learning Algorithm Analytics 154

Hacker News

APRIL 20, 2024

They would say it wasn’t going to lead to anything,” Kahn recalls. This method of communications involves cutting up data files into blocks and reassembling them at their destination. It allows each fragment to take a variety of paths across a network and helps mitigate any loss of data, because individual packets can easily be resent.

Artificial Intelligence 173

Artificial Intelligence Artificial Intelligence 173

The MLOps Blog

OCTOBER 3, 2023

Mikiko is a very well-known figure in the data community. So I tell people honestly, I’ve spent the last eight years working up and down the data and ML value chain effectively – a fancy way of saying “job hopping.” How to transition from data analytics to MLOps engineering Piotr: Miki, you’ve been a data scientist, right?

ML 52

ML ML Data Scientist Machine Learning 52

AWS Machine Learning Blog

SEPTEMBER 6, 2023

Despite the great generalization capabilities of these models, there are often use cases that have very specific domain data (such as healthcare or financial services), because of which these models may not be able to provide good results for these use cases. We discuss both methods in this section.

ML 97

ML ML Machine Learning Machine Learning 97

AWS Machine Learning Blog

MARCH 13, 2024

It achieves better performance compared to other publicly available models of similar or larger scales across different domains, including question answering, commonsense reasoning, mathematics and science, and coding. Choose the model card to view details about the model such as the license, data used to train, and how to use the model.

Machine Learning 106

Machine Learning Machine Learning Algorithm Python 106

Hacker News

JANUARY 9, 2024

Sometimes it’s a story of painstakingly curating data that’s never been assembled before. I was able to write a book of manageable size that could pretty much explain the whole system. And behind each of those functions is a story. Sometimes it’s a story of creating a superalgorithm that encapsulates decades of algorithmic development.

Python 181

Python Algorithm Machine Learning Machine Learning 181

Hacker News

MARCH 15, 2023

The Shock of ChatGPT Just a few months ago writing an original essay seemed like something only a human could do. And suddenly we realized that an AI could write a passable human-like essay. My goal here is to explore some of the science, technology—and philosophy—of what we can expect from AIs. So what is ChatGPT ?

AI 173

AI AI Artificial Intelligence Artificial Intelligence 173

Hacker News

FEBRUARY 14, 2023

My purpose here is to give a rough outline of what’s going on inside ChatGPT—and then to explore why it is that it can do so well in producing what we might consider to be meaningful text. But which one should it actually pick to add to the essay (or whatever) that it’s writing? But how does it do it? And why does it work?

Machine Learning 182

Machine Learning Machine Learning Algorithm Artificial Intelligence 182

Snorkel AI

FEBRUARY 6, 2023

  Anirudh Koul is Machine Learning Lead for the NASA Frontier Development Lab and the Head of Machine Learning Sciences at Pinterest. He presented at Snorkel AI’s 2022 Future of Data Centric AI (FDCAI) Conference. Whereas from satellites, we have 20 years-plus of data. A transcript of Koul’s talk is provided below.

ML 52

ML ML Supervised Learning Deep Learning 52

Snorkel AI

FEBRUARY 6, 2023

Anirudh Koul is Machine Learning Lead for the NASA Frontier Development Lab and the Head of Machine Learning Sciences at Pinterest. He presented at Snorkel AI’s 2022 Future of Data Centric AI (FDCAI) Conference. Whereas from satellites, we have 20 years-plus of data. Whereas from satellites, we have 20 years-plus of data.

ML 52

ML ML Supervised Learning Deep Learning 52

Flipboard

MARCH 6, 2023

Millions of people are already using apps like ChatGPT to write books, create art, and develop code. The key difference is that millions of people can — and already are — using generative AI to write books, create art, or develop code. Job seekers are using it to avoid the dreaded task of writing a cover letter.

AI 123

AI AI Artificial Intelligence Artificial Intelligence 123

The MLOps Blog

AUGUST 3, 2023

Stefan is a software engineer, data scientist, and has been doing work as an ML engineer. He also ran the data platform in his previous company and is also co-creator of open-source framework, Hamilton. We’re building on top of Hamilton, which is an open-source framework for describing data flows. Stefan: Good question.

ML 52

ML ML Data Scientist Machine Learning 52

AWS Machine Learning Blog

AUGUST 21, 2023

Amazon SageMaker Data Wrangler reduces the time it takes to collect and prepare data for machine learning (ML) from weeks to minutes. Data is frequently kept in data lakes that can be managed by AWS Lake Formation , giving you the ability to implement fine-grained access control using a straightforward grant or revoke procedure.

AWS 83

AWS Data Lakes Clustering Data Preparation 83

Explosion

MAY 17, 2023

The need to work with text or speech data somewhat intelligently is pretty fundamental. users write text to each other) or the input (e.g. We all spend a big part of our working lives writing, reading, speaking and listening. You might want to view the data in a variety of ways. news aggregators).

Supervised Learning 135

Supervised Learning Natural Language Processing Clustering Machine Learning 135

Hacker News

NOVEMBER 10, 2021

And it’s one that I think has extremely deep implications—both in science and beyond. Often this generates multiple new states, leading to branching in the graph. Here’s what happens starting with 1 (and truncating the graph whenever the value exceeds 100): &#10005. I call it the ruliad.

Computer Science 182

Computer Science Computer Science Algorithm 182

Alation

APRIL 2, 2021

Three new case studies from Alation have exciting implications for the world of data management. The Time Is on My Side case studies examine major pain points for data-centric enterprises. Recently I sat down with the study authors and data scientists at Alation, Andrea Levy and Naveen Kalyanasamy. What is its value?

Data Scientist 52

Data Scientist Analytics Analytics Data Preparation 52

Snorkel AI

APRIL 28, 2023

Ce Zhang is an associate professor in Computer Science at ETH Zürich. He presented “Building Machine Learning Systems for the Era of Data-Centric AI” at Snorkel AI’s The Future of Data-Centric AI event in 2022. The talk explored Zhang’s work on how debugging data can lead to more accurate and more fair ML applications.

ML 52

ML ML Machine Learning Machine Learning 52

Snorkel AI

APRIL 28, 2023

Ce Zhang is an associate professor in Computer Science at ETH Zürich. He presented “Building Machine Learning Systems for the Era of Data-Centric AI” at Snorkel AI’s The Future of Data-Centric AI event in 2022. The talk explored Zhang’s work on how debugging data can lead to more accurate and more fair ML applications.

ML 52

ML ML Machine Learning Machine Learning 52

AWS Machine Learning Blog

DECEMBER 22, 2023

The model is deployed in an AWS secure environment and under your VPC controls, helping ensure data security. You can choose the model card to view details about the model such as license, data used to train, and how to use. It behaves well in chat mode. You will see search results showing Mixtral 8x7B and Mixtral 8x7B Instruct.

Machine Learning 109

Machine Learning Machine Learning ML ML 109

The MLOps Blog

MARCH 21, 2023

From gathering and processing data to building models through experiments, deploying the best ones, and managing them at scale for continuous value in production—it’s a lot. As the number of ML-powered apps and services grows, it gets overwhelming for data scientists and ML engineers to build and deploy models at scale.

Machine Learning 69

Machine Learning Machine Learning Data Scientist ML 69

Alation

FEBRUARY 13, 2020

We recently announced $50M in Series C funding to supercharge our growth, cement our leadership position, and innovate so data catalogs can create even deeper and broader value than they are today. First, give us the update on the financing. Check out our conversation below. I’m John Furrier, co-host of theCUBE.

Algorithm 52

Algorithm Data Quality Database Analytics 52