O'Reilly

JULY 25, 2023

The inspiration (and title) for it comes from Mike Loukides’ Radar article on Real World Programming with ChatGPT , which shares a similar spirit of digging into the potential and limits of AI tools for more realistic end-to-end programming tasks. Setting the Stage: Who Am I and What Am I Trying to Build?

Programming 98

Programming Code Design Benchmarking 98

Dynatrace

NOVEMBER 2, 2022

As VP Worldwide Partners, he’s set to welcome you and give the low-down on all things numbers, partner program, and how you can get ahead. The remainder of the event will be hosted by some of our home-grown product marketing and partner program experts, as they explore how to stay ahead of the competition and fuel your pipeline, respectively.

Programming 203

Programming Innovation Design Development 203

Tasktop

OCTOBER 12, 2020

If your customers don’t know what’s slowing them down, or why their Agile and DevOps transformations are hitting a wall, then the Flow Partner Program is for you. Now, with the revitalized Flow Partner Program , our partners can access the very latest solutions and training to enjoy the same success. . Key Program Highlights.

Programming 98

Programming DevOps Healthcare Strategy 98

The Netflix TechBlog

MAY 28, 2021

When I was growing up, I developed a strong interest in the space program. I would eventually enroll in the combined BS/MS program, committing to aerospace long-term and to participating in undergraduate and graduate research. Structures, dynamics, control systems, fluids, design…pass, pass, pass, pass, and pass!

Healthcare 211

Healthcare Entertainment Analytics Programming 211

Dynatrace

MARCH 13, 2024

The following are the general requirements for reporting for the NIS2 directive: Risk management: Organizations are obligated to execute a comprehensive set of critical measures designed to effectively mitigate cyber risks. Address the root cause of cybersecurity incidents & fix vulnerabilities promptly.

Best Practices 240

Best Practices Education Strategy Analytics 240

High Scalability

DECEMBER 16, 2022

I'm sorry, but as a large language model trained by OpenAI, I don't have the ability to browse the internet or keep up-to-date with current events. As a large language model trained by OpenAI, I do not have the ability to browse the internet or keep up-to-date with current events. Which cloud provider would you recommend?

Cloud 201

Cloud Serverless Internet Internet 201

The Netflix TechBlog

MAY 21, 2019

The device ecosystem is rich with partners ranging from Silicon-on-Chip (SoC) manufacturers, Original Design Manufacturer (ODM) and Original Equipment Manufacturer (OEM) vendors. Solving the above problems could help Netflix and our Partners save time and money during the entire lifecycle of device design, build, test, and certification.

Testing 164

Testing AWS Lambda Network 164

Strategic Tech

MARCH 16, 2021

I believe that attitude towards the design of code and architecture is one of them. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. Both valuing design and striving for continuous delivery are necessary.

Software Engineering 80

Software Engineering Design Engineering Software 80

The Netflix TechBlog

APRIL 29, 2019

Various software systems are needed to design, build, and operate this CDN infrastructure, and a significant number of them are written in Python. Python has long been a popular programming language in the networking space because it’s an intuitive language that allows engineers to quickly solve networking problems.

Open Source 280

Open Source Network Infrastructure Big Data 280

The Netflix TechBlog

DECEMBER 11, 2020

We partnered with Netflix’s Developer Experience (DevEx) team to build out documentation, training materials, and tutorials for developers. Our goal was to design a GraphQL schema that was reflective of the domain itself, not the database model. Embracing a collaborative schema design approach was essential to achieving this goal.

Architecture 257

Architecture Best Practices Engineering Open Source 257

O'Reilly

OCTOBER 12, 2021

Kevlin Henney and I were riffing on some ideas about GitHub Copilot , the tool for automatically generating code base on GPT-3’s language model, trained on the body of code that’s in GitHub. Second: Copilot was trained on the body of code in GitHub. The model will certainly need to be re-trained from time to time.

Code 122

Code Programming C++ Testing 122

The Netflix TechBlog

OCTOBER 23, 2019

Feature Overview Reproducibility Polynote promotes notebook reproducibility by design. Machine learning researchers often work in multiple programming languages?—?for Reproducible by Design Two of Polynote’s guiding principles are reproducibility and visibility. Next, we’ll go through a deeper dive of Polynote’s features.

Open Source 235

Open Source Code Website Availability 235

Dynatrace

FEBRUARY 26, 2024

Elevating user experience and design with collaborative partner innovation The top submissions stood out by solving complex business challenges and focusing on creating an exceptional user experience. Members gain access to exclusive events and training, fostering a community of champions. Below are the winners.

Innovation 211

Innovation Analytics Mobile Website 211

O'Reilly

OCTOBER 19, 2021

In effect, the engineer designs and builds the world wherein the software operates. There is a decades-long tradition of data-centric programming : developers who have been using data-centric IDEs, such as RStudio, Matlab, Jupyter Notebooks, or even Excel to model complex real-world phenomena, should find this paradigm familiar.

DevOps 140

DevOps Software Engineering Infrastructure Open Source 140

O'Reilly

DECEMBER 10, 2024

Like OpenAIs GPT-4 o1, 1 its training has emphasized reasoning rather than just reproducing language. GPT-4 o1 was the first model to claim that it had been trained specifically for reasoning. There are more than a few math textbooks online, and its fair to assume that all of them are in the training data.

C++ 76

C++ Design Google Games 76

O'Reilly

JUNE 18, 2024

Last month, TheNew York Times claimed that tech giants OpenAI and Google have waded into a copyright gray area by transcribing the vast volume of YouTube videos and using that text as additional training data for their AI models despite terms of service that prohibit such efforts and copyright law that the Times argues places them in dispute.

Social Media 141

Social Media Media Open Source Traffic 141

O'Reilly

NOVEMBER 26, 2024

They don’t respond to changes quickly, and that leaves them particularly vulnerable when providing training for industries where change is rapid. Staying current in the tech industry is a bit like being a professional athlete: You have to train daily to maintain your physical conditioning. The Pearson correlation is 0.8,

Education 80

Education Azure AWS Java 80

The Netflix TechBlog

OCTOBER 18, 2022

These include ETL pipelines, ML model training workflows, batch jobs, etc. Similarly, ML model training workflows usually consist of tens of thousands of training jobs within a single workflow. A large number of batch workflows run daily to serve various business needs.

Java 214

Java Scalability Traffic Architecture 214

All Things Distributed

DECEMBER 13, 2016

At re:Invent 2016 , AWS announced Greengrass (in limited preview), a new service designed to extend the AWS programming model to small, simple, field-based devices. Fraud.net uses AWS to build and train machine learning models in detecting online payment fraud. Fraud.net is a good example of this.

AWS 157

AWS Cloud Artificial Intelligence IoT 157

All Things Distributed

SEPTEMBER 25, 2017

We have supported the development of technology skills across the region with Training and Certification programs to help customers develop skills to design, deploy, and operate their infrastructure and applications on the AWS Cloud. We also work with a number of incubators and accelerators in the region.

Cloud 122

Cloud Education Energy Government 122

Dynatrace

DECEMBER 10, 2020

Traditional monitoring tools don’t scale to dynamic cloud environments, support new technologies, provide distributed tracing nor have an Application Programming Interface (API) to integrate testing and workflow platforms. Then, using a design thinking process , ideate on the future and establish the business vision.

Strategy 190

Strategy Performance Logistics Monitoring 190

O'Reilly

JUNE 11, 2024

At O’Reilly, we’re not just building training materials about AI. It would have been very difficult to develop the expertise to build and train a model, and much more effective to work with a company that already has that expertise. This design decision was simple, but surprisingly important. Ours can and will.

Design 106

Design Open Source Database Programming 106

Dynatrace

NOVEMBER 12, 2021

A new generation of automated solutions — designed to provide end-to-end observability of assets, applications, and performance across legacy and cloud systems — make that job easier, says Federal Chief Technology Officer Willie Hicks at Dynatrace. AI that uses machine learning requires a slower process in order to train its algorithms.

Cloud 183

Cloud Monitoring Network Azure 183

The Netflix TechBlog

DECEMBER 23, 2020

everything from the frontend API for netflix.com, to machine learning training workloads, to video encoders. Programs will usually start with capabilities, perform any activities that require those capabilities, and then “drop” them when the process no longer needs them. User Namespaces Fortunately, Linux has a solution?

Media 297

Media Metrics Systems Processing 297

O'Reilly

NOVEMBER 28, 2023

And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. AI users say that AI programming (66%) and data analysis (59%) are the most needed skills. Many AI adopters are still in the early stages.

Open Source 111

Open Source Google Artificial Intelligence Infrastructure 111

O'Reilly

MAY 25, 2021

GPT-3 is essentially an auto-complete bot whose underlying Machine Learning (ML) model has been trained on vast quantities of text available on the Internet. Indeed, Google recently announced LaMDA , a model at GPT-3 scale that is designed to participate in conversations. And the final paragraph of section 3.9.4

Social Media 140

Social Media Media Internet Internet 140

O'Reilly

OCTOBER 17, 2023

Although I agree that designing good prompts for AI is an important skill, Agarwal overstates his case. Designing and writing software systems that generate prompts automatically. Designing automated prompting systems is clearly important. I’ve made a similar argument about the use of AI in programming.

Programming 103

Programming Education Engineering Design 103

O'Reilly

MARCH 23, 2023

which has received some specialized training. with specialized training. Sydney is based on GPT-4, 1 with additional training. Kosmos-1 Developed by Microsoft, and trained on image content in addition to text. They’ve all had additional specialized training; and they all have a reasonably well-designed user interface.

Google 107

Google Open Source Programming Code 107

Sutter's Mill

JUNE 17, 2023

Instead, the subgroups are a three-stage pipeline and continue concurrently working on new feature development all the time, and the feature freezes are just the checkpoints where we pause loading new features into this particular train. Standard attributes must be parseable (i.e., can’t just contain random nonsense). In my lexer?”

C++ 140

C++ Programming Tuning Design 140

Scalegrid

OCTOBER 18, 2024

Structured Query Language (SQL) is a simple declarative programming language utilized by various technology and business professionals to extract and transform data. Providing windows to streamline multitasking through programs and file structures. Facilitating remote access to other computers or servers with easier navigation.

Open Source 147

Open Source Database Cloud Operating System 147

Dynatrace

MARCH 10, 2021

The designation reflects AWS’ recognition that Dynatrace has demonstrated deep experience and proven customer success building AI-powered solutions on AWS. It needs to collect a substantial amount of data at the beginning to build a training dataset that an algorithm can begin to learn from. Dynatrace news.

AWS 148

AWS Cloud Artificial Intelligence Innovation 148

Official Blog - World Web Technology

AUGUST 27, 2023

For example, website design is very crucial to impress your website visitors. Similarly, using the best programming language for your website is also crucial. When it comes to programming languages, you will find many options, but PHP is the most viable option to choose. What is PHP? PHP is an acronym for Hypertext Preprocessor.

Development 98

Development Ecommerce Open Source Website 98

O'Reilly

JANUARY 10, 2023

Intellectual property is one issue: GitHub is already being sued because CoPilot’s output can reproduce code that it was trained on, without regard for the code’s initial license. The art generation programs will inevitably face similar challenges: what happens when you tell an AI system to produce a drawing “in the style of” some artist?

Blockchain 102

Blockchain Google Programming Media 102

O'Reilly

DECEMBER 12, 2023

Another group of cases involving text (typically novels and novelists) argue that using copyrighted texts as part of the training data for a Large Language Model (LLM) is itself copyright infringement, 1 even if the model never reproduces those texts as part of its output. Is an artist’s style copyrightable, and if so, what does that mean?

Artificial Intelligence 103

Artificial Intelligence Media Google Processing 103

The Morning Paper

JULY 7, 2019

More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. Models have a provenance tag explaining which data it has been trained on and which version of the model was used.

Software Engineering 92

Software Engineering Engineering Software Software 92

Testsigma

OCTOBER 6, 2020

That is where the manual tester of today who wants to go on the path of automation testing will always have leverage over any person who was not trained in manual testing first. For someone who is just getting started with test automation, I would recommend learning the basics of programming first. Let’s see what they had to say: 1.

Testing 105

Testing Programming Software Engineering Software 105

The Morning Paper

JUNE 27, 2019

The thrust of the argument is that there’s a chain of inter-linked assumptions / dependencies from the hardware all the way to the programming model, and any time you step outside of the mainstream it’s sufficiently hard to get acceptable performance that researchers are discouraged from doing so. Challenges optimising whole programs.

Systems 87

Systems Programming Tuning Innovation 87