Altexsoft

JULY 23, 2020

When speaking of machine learning, we typically discuss data preparation or model building. This article. Until now, machine learning engineers or data scientists have been deploying models in production by themselves,” — Alexander Konduforov, data science competence leader at AltexSoft, comments. MLOps vs DevOps.

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Altexsoft

JULY 27, 2021

And what does machine learning have to do with it? In this article, we’re taking you down the road of machine learning-based personalization. You’ll learn about the types of recommender systems, their differences, strengths, weaknesses, and real-life examples. Amazon, Booking.com) and.

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Altexsoft

JUNE 26, 2023

While today’s world abounds with data, gathering valuable information presents a lot of organizational and technical challenges, which we are going to address in this article. We’ll particularly explore data collection approaches and tools for analytics and machine learning projects. What is data collection?

Machine Learning 52

Machine Learning Artificial Inteligence Data Systems Review 52

O'Reilly Media - Data

JUNE 5, 2018

Today, just 15% of enterprises are using machine learning, but double that number already have it on their roadmaps for the upcoming year. However, in talking with CEOs looking to implement machine learning in their organizations, there seems to be a common problem in moving machine learning from science to production.

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Altexsoft

NOVEMBER 17, 2021

So businesses employ machine learning (ML) and Artificial Intelligence (AI) technologies for classification tasks. In this article, we’ll explore the essence of document classification, and study the main approaches to categorizing files based on their content. Read our separate article on that.

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Apiumhub

OCTOBER 16, 2018

Machine learning is a branch of computer science that uses statistical methods to give computers the ability to self-improve without direct human supervision. Machine learning frameworks have changed the way web development companies utilize data. 5 Best Machine Learning Frameworks for Web Development.

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Artificial Inteligence Machine Learning Web Development Software Review 75

Altexsoft

MAY 5, 2023

To better understand how AI contributes to the growth of short-term rentals, we spoke with businesses involved in AI in the STR industry and included their opinions throughout this article. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making.

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Altexsoft

APRIL 13, 2021

And when it comes to decision-making, it’s often more nuanced than an off-the-shelf system can handle — it needs the understanding of the context of each particular case. But it does need more advanced approaches that mimic human perception and judgment like AI, Machine Learning, and ML-based Robotic Process Automation.

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Machine Learning Artificial Inteligence Insurance Technical Review 87

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.

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Machine Learning Artificial Inteligence Software Review Conference 90

O'Reilly Media - Ideas

MAY 21, 2019

Companies successfully adopt machine learning either by building on existing data products and services, or by modernizing existing models and algorithms. I will highlight the results of a recent survey on machine learning adoption, and along the way describe recent trends in data and machine learning (ML) within companies.

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Machine Learning Artificial Inteligence Technical Review Technology 98

Altexsoft

OCTOBER 18, 2022

Everyday the global healthcare system generates tons of medical data that — at least, theoretically — could be used for machine learning purposes. Read our article on HIPAA violations to avoid common mistakes and associated penalties. All categories of PHI Identifiers with examples. Medical data labeling. Let’s sum up.

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Machine Learning Artificial Inteligence Healthcare Software Review 52

Altexsoft

FEBRUARY 5, 2020

In this article, we’ll discuss what the next best action strategy is and how businesses define the next best action using machine learning-based recommender systems. Types of the next best action strategy systems. Such a system won’t respond to unknown scenarios. Rule-based recommendations.

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Machine Learning Artificial Inteligence Marketing How To 110

UruIT

AUGUST 22, 2019

Traditionally, Machine Learning (ML) and Deep Learning (DL) models were implemented within an application in a server-client fashion way. However, in recent years, the concept of moving DL models to the client-side has emerged , which is, in most cases, referred to as the EDGE of the system. TensorFlow.js

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UruIT

APRIL 27, 2020

And whether you’re a novice or an expert, in the field of technology or finance, medicine or retail, machine learning is revolutionizing your industry and doing it at a rapid pace. You may recognize the ways that Machine Learning can improve your life and work but may not know how to implement it in your own company.

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Artificial Inteligence Machine Learning Azure Software Review 78

Tenable

MARCH 22, 2024

This can be a roadblock for organizations otherwise eager to deploy AI and machine learning tools. AI security refers to the protection of AI systems from cyberattacks, while AI safety encompasses issues like ethics and fairness.

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Confluent

JULY 16, 2019

And that the FBI clearance figures indicate that only 13% of all burglaries in 2017 were cleared due to lack of witnesses and/or physical evidence? A perfectly trained model should be able to distinguish you or your family from other people and send burglar alerts only for unfamiliar persons. Setting up your burglar alarm.

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Machine Learning Artificial Inteligence Software Review Training 101

UruIT

JULY 23, 2019

Most recommended development and deployment platforms for machine learning projects. Are you getting started with Machine Learning? There’s a forecasted demand for Machine Learning among all kinds of industries. Innovative machine learning products and services on a trusted platform.

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Altexsoft

DECEMBER 21, 2021

When people hear about artificial intelligence, deep learning, and machine learning , many think of movie-like robots that resemble or even outperform human intelligence. Others believe that such machines simply consume information and learn from it by themselves. Well… It’s kind of far from the truth.

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TechCrunch

AUGUST 5, 2023

So until an AI can do it for you, here’s a handy roundup of the last week’s stories in the world of machine learning, along with notable research and experiments we didn’t cover on their own. And Fast Company tested ChatGPT’s ability to summarize articles, finding it… quite bad. Asteroid spotted, ma’am.

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Ivanti

JUNE 11, 2024

It uses machine learning algorithms to analyze and learn from large datasets, then uses that to generate new content. This frees IT professionals for more strategic tasks, such as developing new knowledge management initiatives and improving existing articles. Since an average worker spends 3.6

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Altexsoft

AUGUST 21, 2020

No wonder, that high hopes are placed on machine learning. In this article, we’ll explore who suffers from payment card fraud, how this type of crime occurs, and what machine learning can do to prevent it. And here machine learning comes to the foreground. acquirers (acquiring banks).

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Machine Learning Artificial Inteligence Banking Technical Review 69

Altexsoft

MARCH 30, 2020

This article discusses available strategies, the benefits of the most advanced — predictive — approach, and resources required to implement it. Source: Tibbo Systems. Major cons: high repair cost, safety risks, the potentially greater damage to machines. Predictive maintenance became possible due to the arrival of Industry 4.0,

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Altexsoft

MARCH 22, 2022

But collecting real data is not always an option due to the cost, sensitivity, and processing time. Meanwhile, synthetic data can be a good alternative to rely on when it comes to training machine learning models. Synthetic Data Generation in Machine Learning. Synthetic Data Generation in Machine Learning.

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Altexsoft

DECEMBER 15, 2021

Machine learning evangelizes the idea of automation. Citing Microsoft’s principal researcher Rich Caruana, ‘75 percent of machine learning is preparing to do machine learning… and 15 percent is what you do afterwards.’ This leaves only 10 percent of the entire flow automated by ML models. MLOps cycle.

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MagmaLabs

FEBRUARY 6, 2024

Reading Time: 5 minutes This article explores the nuanced effects of artificial intelligence's ascendancy, analyzing its implications on three key domains – customer service, tech communities, and eCommerce trends. As AI takes over certain tasks and jobs, many roles will need to adapt.

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Altexsoft

MARCH 27, 2019

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. Today’s buyers aren’t shy about sharing their experiences with vendors through channels like review sites and social media, as well as peer-to-peer networks.

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Cloudera

OCTOBER 31, 2023

Our vision is built on two pillars: Build AI with Cloudera, powered by generative AI on AWS: Enable customers to build AI applications rapidly and cost-effectively by building capabilities and integrations between Cloudera Machine Learning and generative AI on AWS.

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Altexsoft

AUGUST 10, 2021

You will learn more about how it works and why you should use it in this article. Traditional lead scoring is better than having no lead scoring, but it’s not a perfect system either. Usually, multiple models are trained and validated to pick one that creates less errors, false positives. How does lead scoring work?

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Tenable

DECEMBER 1, 2023

Looking for guidance on developing AI systems that are safe and compliant? publish recommendations for building secure AI systems If you’re involved with creating artificial intelligence systems, how do you ensure they’re safe? Check out new best practices from the U.S. cyber agencies. And much more!

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TechCrunch

MARCH 7, 2023

But AI projects are the real heartbreakers: A Gartner study found that 85% are destined to fail “due to bias in data, algorithms or the teams responsible for managing them.” Full TechCrunch+ articles are only available to members. .”

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TechCrunch

MARCH 15, 2021

I describe its system as ‘knowledge process automation’ (KPA). The company itself defines this as a system that “mines unstructured data, operationalizes AI-powered insights, and automates results into real-time action for the enterprise.” argues that what it does is different. offers three core tools.

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Capgemini

APRIL 20, 2022

This article first appeared on Capgemini’s Data-powered Innovation Review | Wave 3. In today’s data-driven economy, artificial intelligence (AI) and machine learning (ML) are powering digital transformation in every industry around the world. Written by: Jitesh Ghai. Chief Product Officer. Informatica.

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O'Reilly Media - Ideas

MARCH 26, 2024

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. Specific prompts seem to “unlock” training data. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. This is the basis of The New York Times lawsuit against OpenAI.

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Altexsoft

FEBRUARY 1, 2019

This is a guest article by Vanhishikha Bhargava from Experfy. The advancements in healthcare using data science have been previously covered in a dedicated article. Machine learning-driven innovation in medicine and pharma. Here we’ll look at the main applications in pharma. Faster and Better Diagnosis. Health outcomes.

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Apiumhub

MAY 15, 2024

AI involves the use of systems or machines designed to emulate human cognitive ability, including problem-solving and learning from previous experiences. Artificial intelligence refers to the ability of machines and computer systems to perform tasks that would traditionally require human intelligence.

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Artificial Inteligence Artificial Intelligence Generative AI Technical Review 81

Cloudera

NOVEMBER 25, 2021

In this article we explore what Ethical AI is, why it is important, highlight important cases in the news and look at why it is such a challenging problem to solve. As the systems we develop become increasingly sophisticated, and in some cases autonomous, we remain ethically responsible for those systems. What is Ethical AI.

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Tenable

MAY 31, 2024

1 - Build security in at every stage Integrating security practices throughout the AI system's development lifecycle is an essential first step to ensure you’re using AI securely and responsibly. And we delve into how to keep your AI deployment in line with regulations. and the U.S. –

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