Netflix Tech

DECEMBER 3, 2019

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! Get started at metaflow.org. Netflix applies data science to hundreds of use cases across the company, including optimizing content delivery and video encoding.

Open Source 92

Open Source Data Machine Learning Artificial Inteligence 92

TechCrunch

AUGUST 8, 2023

Last month, Google’s DeepMind robotics team showed off its own impressive work, in the form of RT-2 (Robotic Transformer 2). One of the cooler bits of all of this is the fact that the dataset is open source and universally accessible. The past year, we’ve seen a large number of fascinating studies. Sign up for Actuator here.

Off-The-Shelf 221

Off-The-Shelf Hardware Internet Video 221

TechCrunch

JUNE 23, 2021

Vercel , the company behind the popular open-source Next.js Given the open-source nature of the Next.js Given the open-source nature of the Next.js React framework, today announced that it has raised a $102 million Series C funding round led by Bedrock Capital. Image Credits: Vercel.

Off-The-Shelf 277

Off-The-Shelf Development Serverless Software Review 277

CIO

OCTOBER 26, 2023

Start your GenAI journey in your datacenter Using an off-the-shelf or open source model as you build, test, and tune your app on-premises you can bring the AI to your data , affording you greater processing efficiency while retaining control over your data. Most IT leaders say, “It depends.” And why not?

Generative AI 292

Generative AI Artificial Inteligence Cloud Off-The-Shelf 292

TechCrunch

NOVEMBER 11, 2021

Lorna Mitchell is head of Developer Relations at Aiven , a software company that combines the best open source technologies with cloud infrastructure. Contributor. Share on Twitter. With World Mental Health Day just behind us, I thought about how the tech industry can be a difficult place to stay mentally well.

Software Development 266

Software Development Weak Development Team Software Development 266

Netflix Tech

DECEMBER 3, 2019

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! Get started at metaflow.org. Netflix applies data science to hundreds of use cases across the company, including optimizing content delivery and video encoding.

Open Source 53

Open Source Data Machine Learning Artificial Inteligence 53

CIO

AUGUST 16, 2023

Companies are looking at Google’s Bard, Anthropic’s Claude, Databricks’ Dolly, Amazon’s Titan, or IBM’s WatsonX, but also open source AI models like Llama 2 from Meta. Open source models are also getting easier to deploy. All we need to do is specialize them for our needs.” We select the LLM based on the use case.

Artificial Inteligence 211

Artificial Inteligence Generative AI Open Source ChatGPT 211

CIO

OCTOBER 12, 2023

You might choose to bring the AI to your data by running an off-the-shelf or open-source solution in your corporate datacenter, ideally reducing complexity and risk. Accordingly, many organizations plan to boost GenAI funding, the survey found. What are your metrics for success? Just don’t succumb to hype—or FOMO.

Generative AI 253

Generative AI Strategy Off-The-Shelf Survey 253

TechCrunch

AUGUST 24, 2022

A new open source AI image generator capable of producing realistic pictures from any text prompt has seen stunningly swift uptake in its first week. Stability AI’s Stable Diffusion , high fidelity but capable of being run on off-the-shelf consumer hardware, is now in use by art generator services like Artbreeder, Pixelz.ai

Open Source 272

Open Source Off-The-Shelf System Research 272

CIO

APRIL 25, 2024

He and his teams tried a few off-the-shelf tools but were never satisfied with the support for linking a cloud resource to a line of business to determine ownership. And that’s all before considering the need to fuel new AI initiatives , which can push cloud costs up further.

Tools 253

Tools Cloud AWS Off-The-Shelf 253

CIO

JULY 14, 2023

But many organizations are limiting use of public tools while they set policies to source and use generative AI models. In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.” As so often happens with new technologies, the question is whether to build or buy.

Generative AI 202

Generative AI Artificial Inteligence Open Source ChatGPT 202

TechCrunch

JULY 13, 2022

While at Mozno, Evans had built open source tooling to help incidents run through resolution pipelines more efficiently, which sparked the idea for Incident.io. It’s Incident.io co-founder and CEO Stephen Whitworth’s assertion that there’s fragmentation in the market for software incident management solutions.

Off-The-Shelf 235

Off-The-Shelf eCommerce Fintech Open Source 235

TechCrunch

MAY 10, 2022

-based companies, 44% said that they’ve not hired enough, were too siloed off to be effective and haven’t been given clear roles. Or they can choose to use a blackbox off-the-shelf ‘AutoML’ solution that simplifies their problem at the expense of flexibility and control.”

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

O'Reilly Media - Ideas

NOVEMBER 22, 2022

To help us understand technological health, we asked several CTOs in the Asia-Pacific (APAC) region what their companies are doing to prevent security incidents, how they use open source software, how they use technology strategically, and how they retain employees in a challenging job market. Being Proactive About Security.

Open Source 83

Open Source Engineering Culture Weak Development Team Fractional CTO 83

Cloudera

SEPTEMBER 7, 2023

With the emergence of new creative AI algorithms like large language models (LLM) fromOpenAI’s ChatGPT, Google’s Bard, Meta’s LLaMa, and Bloomberg’s BloombergGPT—awareness, interest and adoption of AI use cases across industries is at an all time high. It’s the most revolutionary technological development in at least a generation.

Insurance 81

Insurance Artificial Inteligence Data Systems Review 81

TechCrunch

DECEMBER 20, 2021

Ameelio , a nonprofit startup that intends to replace inmate-paid video calling in prisons with a free service, is making inroads against the companies that have dominated the space for decades. “We maybe had 8,000 users when we spoke to you, and a few months later we launched our mobile app.

Video 225

Video Nonprofit Off-The-Shelf Education 225

The Parallax

NOVEMBER 3, 2018

Experts say there is a straightforward response, however, to vulnerable voting-machine software. The problem is that it involves cooperation in Congress. This map shows which electronic voting systems are in use across the U.S., based on data from VerifiedVoting.org. Illustration by Pinguino Kolb/The Parallax. Following the 2016 election, the U.S.

Open Source 190

Open Source Off-The-Shelf Report Hardware 190

CloudSphere

SEPTEMBER 29, 2023

A Reduction of Duplicate Data: According to a report by Gartner , cloud computing has the potential to reduce duplication and cost, especially in government data centers. Fewer License Requirements: Other cost opportunities involve moving from custom software to standard off-the-shelf packages or even open-source software stacks.

Cloud 52

Cloud Disaster Recovery Off-The-Shelf Storage 52

Datavail

APRIL 6, 2021

An off-the-shelf product straight from the vendor can fit your business requirements. Oracle’s PaaS offering is also incorporated within OCI and makes use of both Oracle and open-source technologies. Beneath the umbrella of “the cloud,” however, there are several cloud services. Oracle SaaS (Software as a Service).

Cloud 97

Cloud Disaster Recovery Artificial Intelligence Artificial Inteligence 97

The Citus Data

MARCH 12, 2022

The first sections explore the different types of application workloads and their characteristics, plus the off-the-shelf benchmarks that are commonly used for each. So instead, you will likely want to run an off-the-shelf benchmark with a workload that is very similar to your own.

Azure 99

Azure Performance How To Off-The-Shelf 99

Netflix Tech

MARCH 7, 2024

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

System 90

System Machine Learning Artificial Inteligence Training 90

O'Reilly Media - Ideas

JULY 20, 2020

A Bug-Sized Camera for Bug-Sized Robots and Bug-Sized Bugs — With a focus on small size and efficiency, they started with an off-the-shelf ultra low-power image sensor that’s 2.3 Well, only humans can … Arguman — an [open source] argument analysis and mapping platform. mm wide and weighs 6.7

Off-The-Shelf 55

Off-The-Shelf Software Engineering Wireless Continuous Delivery 55

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. In development, you can use open source TruLens to quickly evaluate, debug, and iterate on your LLM apps in your environment.

Artificial Inteligence 88

Artificial Inteligence Training Metrics Off-The-Shelf 88

Datavail

SEPTEMBER 24, 2021

From cloud technology to open-source platforms to artificial intelligence, the modern developer has a tool belt full of innovative tools to support the process of building business-focused, functional applications. One of the more recent advances in this space is low-code/no-code platforms. Custom-Built Applications.

Off-The-Shelf 75

Off-The-Shelf Open Source Artificial Intelligence Artificial Inteligence 75

O'Reilly Media - Data

MARCH 22, 2018

There is also a trade off in balancing a model’s interpretability and its performance. We recognize the need for human interpretability, and we recently open sourced a Python framework called Skater as an initial step to enable interpretability for researchers and applied practitioners in the field of data science.

Off-The-Shelf 113

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 113

TechCrunch

JULY 16, 2021

But then came Bitcoin and the crypto boom and — also in 2013 — the Snowden revelations, which ripped the veil off the NSA’s “collect it all” mantra, as Booz Allen Hamilton sub-contractor Ed risked it all to dump data on his own (and other) governments’ mass surveillance programs. million seed round in 2019.

Technical Review 334

Technical Review Network Internet Off-The-Shelf 334

Tenable

AUGUST 12, 2022

In the opening keynote, “Black Hat at 25: Where Do We Go from Here?,” Topics that are top of mind for the week ending Aug. Here’s what caught our attention at the event. A look back and a look ahead. Chris Krebs addressed thorny questions facing the cybersecurity industry and community: Why are things so bad right now? Will it get worse?

Software Review 52

Software Review Open Source Weak Development Team Technical Review 52

Tenable

AUGUST 12, 2022

In the opening keynote, “Black Hat at 25: Where Do We Go from Here?,” Topics that are top of mind for the week ending Aug. Here’s what caught our attention at the event. A look back and a look ahead. Chris Krebs addressed thorny questions facing the cybersecurity industry and community: Why are things so bad right now? Will it get worse?

Software Review 52

Software Review Open Source Weak Development Team Technical Review 52

O'Reilly Media - Ideas

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. The new category is often called MLOps. However, the concept is quite abstract.

DevOps 143

DevOps Data Software Review Technical Advisors 143

O'Reilly Media - Ideas

JANUARY 17, 2023

What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. Pretty simple. An experienced practitioner will tell you something very different. They’d say that the job involves writing some software, sure.

Software Review 137

Software Review Development Team Review Machine Learning Artificial Inteligence 137

Trigent

SEPTEMBER 30, 2021

Wikipedia definition: “??A A digital asset is anything that exists in a digital format and comes with the right to use”. For example – video, music, documents, images, presentations, digital tokens (including crypto), data, or anything an organization or individual owns or has the right to use. In short, one size does not fit all.

Systems Review 98

Systems Review System Technical Review Off-The-Shelf 98

Mobilunity

JANUARY 6, 2023

Open-source CMS. Open-source CMS software can be downloaded at no initial cost. Off-the-shelf solutions. Off-the-shelf solutions. In simple terms, a content management (CMS) system’s function is to automate the creation, management, and optimization of web pages. Mobile-friendliness.

Development 52

Development How To Software Review Open Source 52

Palo Alto Networks

APRIL 23, 2019

If the applications are open source or off-the-shelf, make sure to patch regularly and be sure to patch critical security flaws immediately. A good place to look for guidance on how to start an application security program is the Open Web Application Security Project (OWASP). Classify apps and data.

Programming 80

Programming Cloud Off-The-Shelf Software Review 80

Erik Bernhardsson

APRIL 21, 2015

Focusing on a particular niche makes it easier to build something that works off the shelf. In a year’s time there will be open source libraries with pre-trained models for image classification that are on par with anything you can get through an API (probably better). Then there’s a ton of startups: PredictionIO ($2.7M

Machine Learning 112

Machine Learning Artificial Inteligence Off-The-Shelf Cloud 112

Cloudera

SEPTEMBER 21, 2021

With 100s of open source operators, Airflow makes it easy to deploy pipelines in the cloud and interact with a multitude of services on premise, in the cloud, and across cloud providers for a true hybrid architecture. . Airflow users can avoid writing custom code to connect to a new system, but simply use the off-the-shelf providers.

Off-The-Shelf 97

Off-The-Shelf Data Engineering Virtualization Cloud 97

Erik Bernhardsson

APRIL 21, 2015

Focusing on a particular niche makes it easier to build something that works off the shelf. In a year’s time there will be open source libraries with pre-trained models for image classification that are on par with anything you can get through an API (probably better). Then there’s a ton of startups: PredictionIO ($2.7M

Machine Learning 100

Machine Learning Artificial Inteligence Off-The-Shelf Cloud 100

O'Reilly Media - Ideas

JANUARY 8, 2019

LinkedIn recently found that demand for data scientists in the US is “off the charts,” and our survey indicated that the demand for data scientists and data engineers is strong not just in the US but globally. Whether you’re a business leader or a practitioner, here are key data trends to watch and explore in the months ahead.

Trends 89

Trends Data Machine Learning Artificial Inteligence 89