Altexsoft

SEPTEMBER 13, 2023

In the world of machine learning , there’s a well-known saying, “An ML model is only as good as the training data you feed it with.” Watch our video about data preparation for ML tasks to learn more about this. Prompt engineering is used for different types of generative AI models: text-based models (e.g.,

Engineering 59

Engineering Artificial Inteligence Generative AI Technical Review 59

O'Reilly Media - Data

MARCH 22, 2018

A deep dive into model interpretation as a theoretical concept and a high-level overview of Skater. Over the years, machine learning (ML) has come a long way, from its existence as experimental research in a purely academic setting to wide industry adoption as a means for automating solutions to real-world problems.

Off-The-Shelf 115

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 115

O'Reilly Media - Ideas

JANUARY 25, 2024

But AI is going to bring changes to almost every aspect of the software industry. Software developers are responsible for designing and building bigger and more complex projects than ever. That’s one trend that won’t change: complexity is always “up and to the right.” Or will it add complexity all its own?

Trends 115

Trends Technical Review Technology Artificial Inteligence 115

Altexsoft

AUGUST 3, 2021

This is a guest article by tech writer Melanie Johnson. No matter how big or small your machine learning (ML) project might be, the overall output depends on the quality of data used to train the ML models. That said, data annotation is key in training ML models if you want to achieve high-quality outputs.

3D 59

3D Technical Advisors Artificial Inteligence Technical Review 59

O'Reilly Media - Ideas

JULY 28, 2020

The Core Responsibilities of the AI Product Manager. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle. If you’re an AI product manager (or about to become one), that’s what you’re signing up for. Identifying the problem. Agreeing on metrics.

Marketing 145

Marketing Weak Development Team Metrics UI/UX 145

Altexsoft

DECEMBER 15, 2021

On the surface, ML algorithms take the data, develop their own understanding of it, and generate valuable business insights and predictions — all without human intervention. In truth, ML involves an enormous amount of repetitive manual operations, all hidden behind the scenes. Machine learning evangelizes the idea of automation.

Machine Learning 59

Machine Learning Artificial Inteligence How To Azure 59

Altexsoft

MAY 5, 2023

Artificial Intelligence (AI) is one of the crucial catalysts for this innovation: It has enormous potential to revolutionize various facets of vacation and short-term rentals. We will explore prominent use cases, practical examples, and available AI tools that property owners and managers can leverage.

Artificial Inteligence 59

Artificial Inteligence Machine Learning Technical Review ChatGPT 59

Altexsoft

JULY 10, 2023

But here’s the twist – these aren’t works of human hands but creations by DALL-E , an AI image generator. Pigment print of AI-generated image. Interestingly, Miller has spent the last few years making a documentary about AI, during which he interviewed Sam Altman , the CEO of OpenAI — an American AI research laboratory.

Applications 64

Applications Artificial Inteligence Training Film 64

Altexsoft

JANUARY 18, 2023

In 2020, a remarkable AI took Silicon Valley by storm. Dubbed GPT-3 and developed by OpenAI in San Francisco, it was the latest and strongest of its kind — a “large language model” capable of producing fluent text after having ingested billions of words from books, articles, and websites. What is a language model?

Artificial Inteligence 64

Artificial Inteligence ChatGPT Training Software Review 64

Altexsoft

JANUARY 26, 2021

Data Science vs Machine Learning vs AI vs Deep Learning vs Data Mining: Know the Differences. Deep learning is the most hyped branch of machine learning that uses complex algorithms of deep neural networks that are inspired by the way the human brain works. Artificial intelligence is a complex topic.

Artificial Inteligence 98

Artificial Inteligence Artificial Intelligence Machine Learning Technical Review 98

Altexsoft

MAY 30, 2022

So, it makes sense that more and more companies are looking for a way to implement conversational artificial intelligence (AI) technology to streamline these processes. So, if you are interested in building a conversational AI bot , this article is for you. Simply put, it is an AI you can talk to via text or voice.

Artificial Inteligence 52

Artificial Inteligence Technical Review Machine Learning Artificial Intelligence 52

Altexsoft

APRIL 23, 2020

There is a hope artificial intelligence (AI) and machine learning (ML) can change this unsettling situation for the better. This article highlights the most successful examples of machine learning applications in diagnosis, accentuates its potential, and outlines current limitations. abundance of medical data to train models.

Artificial Inteligence 98

Artificial Inteligence Technical Review Artificial Intelligence Healthcare 98

Altexsoft

JANUARY 11, 2019

BetConstruct’s head of data science Dmytro Fedyukov thinks that the release of the new version of the PyTorch machine learning framework for deep neural networks contributes to the unification of modeling, deployment, and debugging with a huge set of third-party libraries that speed up building complex data science pipelines.

Artificial Inteligence 94

Artificial Inteligence Artificial Intelligence Trends Data 94

Altexsoft

DECEMBER 9, 2020

In this article, we will discuss how companies collect, manage, and get value out of their data, which technologies can be used in this process, and what problems can be solved with the help of analytics. What is analytics maturity model? Over the past decades, multiple analytics maturity models have been suggested.

Analytics 102

Analytics Technical Review Technology Applications 102

Altexsoft

JUNE 9, 2023

There’s no denying it: ChatGPT , OpenAI’s groundbreaking AI, is the talk of the tech world. This impressive Large Language Model is altering the landscape across many sectors, with the travel industry emerging as a prime example of its transformational power.

ChatGPT 52

ChatGPT Travel Artificial Inteligence Hotels 52

Altexsoft

OCTOBER 30, 2021

Explaining the difference, especially when they both work with something intangible such as data , is difficult. We will try to answer your questions and explain how two critical data jobs are different and where they overlap. These men didn’t stop at scientific research and ended up conceptualizing or engineering their inventions.

Data Engineering 98

Data Engineering Engineering Data Machine Learning 98

Altexsoft

MAY 12, 2021

In this article, we’ll share key take-aways from our recent experience in building a prototype of a decision support tool that performs three tasks: lung segmentation, pneumothorax detection and localization, and. Mathematical models still can’t rival people’s sight. The list of improvements brought by AI-backed technology embraces.

Healthcare 72

Healthcare Analysis Tools Artificial Inteligence 72

Altexsoft

MAY 12, 2022

Today, we have AI and machine learning to extract insights, inaudible to human beings, from speech, voices, snoring, music, industrial and traffic noise, and other types of acoustic signals. In this article, we’ll share what we’ve learnt when creating an AI-based sound recognition solutions for healthcare projects.

Machine Learning 122

Machine Learning Artificial Inteligence Analysis Energy 122

Altexsoft

DECEMBER 21, 2021

” In this article, you will find out what data labeling is, how it works, which data labeling types exist, and what best practices to follow to make this process smooth as glass. .” A label or a tag is a descriptive element that tells a model what an individual data piece is so it can learn by example. Source: GitHub.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Data 3D 52

Altexsoft

MARCH 16, 2021

In this article, we will explain the concept and usage of Big Data in the healthcare industry and talk about its sources, applications, and implementation challenges. Today, about one out of five Americans uses at least one wearable device, and a forecast by CCS Insight predicts almost 200 million units to be sold worldwide in 2021.

Big Data 116

Big Data Healthcare Applications Data 116

Altexsoft

MARCH 27, 2019

Customer retention is one of the primary growth pillars for products with subscription-based business model. For this article, we reached out to experts from HubSpot and ScienceSoft to discuss how SaaS companies handle the problem of customer churn with predictive modeling. What is customer churn?

Artificial Inteligence 87

Artificial Inteligence Machine Learning Weak Development Team Windows 87

Altexsoft

AUGUST 22, 2022

Some would say that it’s not a big deal, however, these mixed environments have resulted in the complexities of managing disjointed data and business processes. In this post, we’ll attempt to explain the idea behind a data fabric, its architectural building blocks, the benefits it brings, and ways to approach its implementation.

Architecture 52

Architecture Artificial Inteligence Technical Review Data 52

Altexsoft

AUGUST 16, 2021

This article will discuss the benefits of RPA in the healthcare industry, how RPA systems work, use cases and real-life examples of RPA in healthcare, and how to approach automation. Studies show that the healthcare industry spends about $2.1 billion each year on error-prone and poorly performed manual tasks around data management.

Healthcare 59

Healthcare How To Insurance Technical Review 59

Altexsoft

OCTOBER 25, 2021

“AI is technology’s most important priority, and health care is its most urgent application,” said Microsoft’s CEO Satya Nadella announcing the company’s new acquisition. billion (Microsoft’s biggest purchase since LinkedIn), provides niche AI products for clinical voice transcription, used in 77 percent of US hospitals.

Healthcare 52

Healthcare Analysis Software Review Systems Review 52

Altexsoft

APRIL 23, 2021

We’ve already addressed the subject of IoMT in our article devoted to the role of Big Data in healthcare. With this cleared up, let’s move to explaining how IoMT systems work. This data is an inevitable part of a cohesive ecosystem known as the Internet of Medical Things (IoMT). Let’s get started. High healthcare costs.

Healthcare 64

Healthcare Internet IoT Systems Review 64

O'Reilly Media - Ideas

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 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. Many AI adopters are still in the early stages. What’s the reality?

Generative AI 116

Generative AI Enterprise ChatGPT Open Source 116

Altexsoft

FEBRUARY 26, 2019

The article describes the steps to build a price prediction solution and implementation examples in four industries. Descriptive analytics rely on statistical methods that include data collection, analysis, interpretation, and presentation of findings. Once this stage is completed, the specialists start building predictive models.

Real Estate 69

Real Estate Artificial Inteligence Machine Learning Hotels 69

O'Reilly Media - Ideas

MAY 14, 2020

In our previous article, What You Need to Know About Product Management for AI , we discussed the need for an AI Product Manager. In this article, we shift our focus to the AI Product Manager’s skill set, as it is applied to day to day work in the design, development, and maintenance of AI products.

Product Management 145

Product Management UI/UX Artificial Inteligence Machine Learning 145

DataRobot

DECEMBER 20, 2022

The use of artificial intelligence (AI) in the investment sector is proving to be a significant disruptor, catalyzing the connection between the different players and delivering a more vivid picture of the future risk and opportunities across all different market segments. Real estate investments are not an exception.

Real Estate 59

Real Estate Case Study Study Artificial Inteligence 59

Altexsoft

DECEMBER 11, 2019

In this article, you’ll learn what image recognition is and how it’s related to computer vision. Researchers can use deep learning models for solving computer vision tasks. Since most deep learning methods use neural network architectures, deep learning models are frequently called deep neural networks. Source: KDnuggets.

Network 20

Network Airlines Training Construction 20

Capgemini

APRIL 20, 2022

Does applied AI have the necessary insights to tackle even the slightest (unlearned or unseen) change in context of the world surrounding it? In discussions, AI often equals deep-learning models. “THERE IS A NEED FOR CONTEXTUAL KNOWLEDGE IN ORDER TO MAKE APPLIED AI MODELS TRUSTABLE AND ROBUST IN CHANGING ENVIRONMENTS.”

Construction 52

Construction Systems Review Technical Review Innovation 52

O'Reilly Media - Ideas

AUGUST 25, 2020

And what does this mean for our purchase patterns and business models? You’re responsible for the decisions on which models of equipment to buy, as well as the upkeep thereof. The Covid-19 pandemic has changed how people and businesses spend and operate. Welcome to Uncertainty. And it’s tiring. Your house just got smaller.

Technical Review 74

Technical Review Airlines Systems Review Video 74