Dzone - DevOps

AUGUST 9, 2023

Machine learning (ML) has seen explosive growth in recent years, leading to increased demand for robust, scalable, and efficient deployment methods. Traditional approaches often need help operationalizing ML models due to factors like discrepancies between training and serving environments or the difficulties in scaling up.

Machine Learning 73

Machine Learning Artificial Inteligence Scalability Software Review 73

Openxcell

MARCH 23, 2023

But with technological progress, machines also evolved their competency to learn from experiences. This buzz about Artificial Intelligence and Machine Learning must have amused an average person. But knowingly or unknowingly, directly or indirectly, we are using Machine Learning in our real lives.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Examples Artificial Intelligence 98

CIO

SEPTEMBER 26, 2024

Perhaps it’s picking an AI copilot to help programmers generate code in Python or other languages. You’ll want to pick a pre-trained model, preferably one that also features some fine-tuning and one that you can run in your datacenter or at the edge if necessary. Maybe it’s a mix of the above.

Generative AI 152

Generative AI Strategy Artificial Inteligence Technical Review 152

CIO

AUGUST 11, 2023

Natural language processing definition Natural language processing (NLP) is the branch of artificial intelligence (AI) that deals with training computers to understand, process, and generate language. Search engines, machine translation services, and voice assistants are all powered by the technology.

Artificial Inteligence 355

Artificial Inteligence Technical Review Artificial Intelligence Systems Review 355

TechCrunch

NOVEMBER 28, 2022

It’s only as good as the models and data used to train it, so there is a need for sourcing and ingesting ever-larger data troves. But annotating and manipulating that training data takes a lot of time and money, slowing down the work or overall effectiveness, and maybe both. V7’s specific USP is automation.

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Training Data Technical Review Artificial Inteligence 240

TechCrunch

DECEMBER 15, 2022

Protect AI claims to be one of the few security companies focused entirely on developing tools to defend AI systems and machine learning models from exploits. “We have researched and uncovered unique exploits and provide tools to reduce risk inherent in [machine learning] pipelines.”

Machine Learning 223

Machine Learning Artificial Inteligence Software Review Systems Review 223

AWS Machine Learning - AI

MARCH 28, 2024

Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. The resulting LLM outperforms LLMs trained on non-domain-specific datasets when tested on finance-specific tasks.

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Artificial Inteligence Training Generative AI Machine Learning 100

CIO

JUNE 14, 2023

Organization: AWS Price: US$300 How to prepare: Amazon offers free exam guides, sample questions, practice tests, and digital training. It also offers additional practice materials with a subscription to AWS Skill Builder, paid classroom training, and whitepapers. Optional training is available through Cloudera Educational Services.

Big Data 306

Big Data Analytics Data eLearning 306

d2iq

FEBRUARY 19, 2021

Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail , and for the few models that are ever deployed, it takes many months to do so. As little as 5% of the code of production machine learning systems is the model itself. Adapted from Sculley et al.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Technical Review Software Review 103

O'Reilly Media - Ideas

NOVEMBER 13, 2018

As the data community begins to deploy more machine learning (ML) models, I wanted to review some important considerations. We recently conducted a survey which garnered more than 11,000 respondents—our main goal was to ascertain how enterprises were using machine learning. Privacy and security.

Machine Learning 90

Machine Learning Artificial Inteligence Software Review Conference 90

CIO

JULY 14, 2023

As a ‘taker,’ you consume generative AI through either an API, like ChatGPT, or through another application, like GitHub Copilot, for software acceleration when you do coding,” he says. Finished apps that include generative AI may not offer much competitive differentiation, and answers they produce won’t always be perfect.

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Generative AI Artificial Inteligence Open Source ChatGPT 246

CIO

JULY 17, 2023

As with all technology introductions, it’s important to have clear security policies, tools, processes, and training. This can occur due to insecure configurations, inadequate access controls, or vulnerabilities in cloud storage or databases. These web application vulnerabilities can stem from codebases that use open-source code.

Cloud 246

Cloud How To Malware Open Source 246

Cloudera

AUGUST 22, 2024

It is an engine of cutting-edge solutions that keep us close to our open source roots, and drive our mission of making data and analytics accessible and easy for everyone. The center’s prominence in the open-source community has made it a magnet for top talent.

Innovation 72

Innovation Machine Learning Artificial Inteligence Technical Review 72

TechCrunch

JANUARY 10, 2023

In a large-scale survey of IT decision makers published last September, 75% of the respondents said they expected to increase their observability spend in 2022 “significantly” to better plan, deploy and run software. ” Metaplane monitors data using anomaly detection models trained primarily on historical metadata.

Data 241

Data Software Review Technical Review Systems Review 241

Perficient

JULY 7, 2024

OpenCV and Tesseract can be associated with Artificial Intelligence due to their involvement in tasks that often fall under the AI umbrella, such as computer vision and text recognition. OpenCV (Open-Source Computer Vision Library) Category : AI Toolkit for Computer Vision and Image Processing. Then, run the CaptchaSolver class.

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Artificial Inteligence Machine Learning Software Review Artificial Intelligence 52

Altexsoft

NOVEMBER 17, 2021

So businesses employ machine learning (ML) and Artificial Intelligence (AI) technologies for classification tasks. Namely, we’ll look at how rule-based systems and machine learning models work in this context. For example, Wipro , a software vendor, provides an NLP classifier to detect fake claims in the insurance sector.

Artificial Inteligence 75

Artificial Inteligence Machine Learning Systems Review Technical Review 75

AWS Machine Learning - AI

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

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Artificial Inteligence Generative AI Security Applications 125

d2iq

FEBRUARY 22, 2021

With open-source technology companies can actually get the best of everything. Open-source software is free to use, but teams have to invest quite a bit in selecting, introducing, using, and maintaining these technologies. That’s already a total of four clusters to manage, just for machine learning.

Machine Learning 98

Machine Learning Artificial Inteligence Software Review Open Source 98

Apiumhub

JULY 24, 2023

In our last article , we introduced our newest initiative, Talk with Software Development Experts, a space where we interview tech experts to get to know more about them, their careers, their experience, and their interests. Are you Interested in knowing who were the software development experts we interviewed?

Software Development 52

Software Development Software Review Software Development 52

AWS Machine Learning - AI

JUNE 21, 2024

A foundation model (FM) is an LLM that has undergone unsupervised pre-training on a corpus of text. A foundation model (FM) is an LLM that has undergone unsupervised pre-training on a corpus of text. This further step updates the FM by training with data labeled by security experts (such as Q&A pairs and investigation conclusions).

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Artificial Inteligence Generative AI AWS Serverless 100

Apiumhub

JULY 16, 2019

In the software development field, we always hear famous names like Martin Fowler, Kent Beck, George H. That is why today I decided to write about amazing successful, talented and influential women in software development. 20 influential women in software development. . 20 influential women in software development. .

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Software Development Software Review Technical Review Software 111

Perficient

JUNE 2, 2024

Automation is an essential element in the dynamic field of software development and testing, as it helps achieve uniformity and efficiency. Selenium, an open-source web browser automation tool, has greatly enhanced the testing process for many developers and testers.

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Artificial Inteligence Google Cloud Machine Learning Azure 40

TechCrunch

APRIL 8, 2022

And instead of having a radiologist sit down and annotate an entire image, the software is designed to ensure that only key portions of the image are labeled. Other times, it can be done with open source tools or sensors. Then a specific AI is trained on those images and then applied to the wider pool, which the AI labels.

Data 237

Data Artificial Inteligence Artificial Intelligence Healthcare 237

Tenable

JULY 12, 2024

Still, OS command injection vulnerabilities remain prevalent, and have been at the center of recent attacks exploiting CVE-2024-20399 , CVE-2024-3400 and CVE-2024-21887 , which allowed hackers to execute code remotely on network edge devices, CISA and the FBI said. Wondering what cybersecurity areas software developers should focus on?

Technical Review 77

Technical Review Generative AI Software Review Development 77

AWS Machine Learning - AI

MAY 30, 2024

Vitech is a global provider of cloud-centered benefit and investment administration software. Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. Internally, Vitech stakeholders conduct due diligence to review and approve a document before it is uploaded to VitechIQ.

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Artificial Inteligence Technical Review Development Team Review Software Review 106

CIO

JANUARY 4, 2023

It’s a tall order, and one that will hinge on a few factors: Accelerator deployment and management at scale Changes to power and cooling design decisions at very large scale Open-source deployment of high-performance clusters to run simulation, AI, and data analytics workloads What’s New and Growing Among HPC Users?

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Artificial Inteligence Data Center Artificial Intelligence Analytics 141

O'Reilly Media - Ideas

FEBRUARY 6, 2024

An independent open source implementation is already on GitHub. Hospitals are using Federated Learning techniques to collect and share patient data without compromising privacy. With federated learning, the hospitals aren’t sharing actual patient data, but machine learning models built on local data.

Artificial Inteligence 71

Artificial Inteligence Trends Software Review Open Source 71

Apiumhub

SEPTEMBER 21, 2023

In a recent interview for Apiumhub , Ben Evans, renowned software architect, expert in JVM technologies, and principal engineer at Red Hat, shared his views on the current challenges and potential problems that artificial intelligence (AI) could face in the near future. billion a year due to avoidable customer churn, according to CallMiner.

Artificial Inteligence 77

Artificial Inteligence Artificial Intelligence ChatGPT Software Review 77

Coveros

FEBRUARY 9, 2024

In the modern software landscape, security can’t be an afterthought. GHAS offers a robust suite of tools to fortify your code against vulnerabilities and data leaks. million in remediation costs due to the platform’s early detection of vulnerabilities. Unfortunately, it often still is. So how exactly does GHAS work?

Software Review 52

Software Review Technical Review Compliance Software 52

O'Reilly Media - Ideas

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.

How To 142

How To Generative AI Training Artificial Inteligence 142

O'Reilly Media - Ideas

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). Why AI software development is different. AI products are automated systems that collect and learn from data to make user-facing decisions.

Product Management 136

Product Management Artificial Inteligence Machine Learning Weak Development Team 136

Existek

MAY 8, 2023

Which industries rely on.NET to power their software? NET is a free, open-source, cross-platform framework developed by Microsoft that is used to build various types of applications, including desktop, web, mobile, gaming, and other applications. And what is.NET used for? List of the Content What is.NET? What is.NET used for?

Artificial Inteligence 52

Artificial Inteligence .Net Machine Learning Microservices 52

Existek

MAY 8, 2023

Which industries rely on.NET to power their software? NET is a free, open-source, cross-platform framework developed by Microsoft that is used to build various types of applications, including desktop, web, mobile, gaming, and other applications. And what is.NET used for? List of the Content What is.NET? What is.NET used for?

Artificial Inteligence 52

Artificial Inteligence .Net Machine Learning Microservices 52

Tenable

SEPTEMBER 2, 2022

Securing machine learning systems. Shifting security left – meaning, starting security checks earlier in the software development process – has been widely hailed. Most companies expect developers to do security code reviews, but many don’t provide them with security training. And much more!

Security 52

Security Software Review Artificial Inteligence Technical Review 52

Tenable

MAY 31, 2024

This includes using secure coding practices, scanning for vulnerabilities, conducting code reviews, employing static and dynamic analysis tools and performing regular security testing and validation. Implement a comprehensive workforce training program as soon as possible. and the U.S. – In the U.S.,

Security 71

Security Artificial Inteligence Generative AI Artificial Intelligence 71

Altexsoft

AUGUST 25, 2021

Natural language processing or NLP is a branch of Artificial Intelligence that gives machines the ability to understand natural human speech. Both in daily life and in business, we deal with massive volumes of unstructured text data : emails, legal documents, product reviews, tweets, etc. So, what is possible with NLP?

Tools 139

Tools Artificial Inteligence Technical Review Systems Review 139

Sunflower Lab

FEBRUARY 12, 2024

The primary and significant distinction between a large language model and a small language model lies in their capacity, performance, and the volume of data used for training. On the other hand, smaller language models can be trained on smaller datasets.

Artificial Inteligence 52

Artificial Inteligence Training Software Review Systems Review 52