O'Reilly Media - Ideas

MARCH 7, 2019

Language understanding benefits from every part of the fast-improving ABC of software: AI (freely available deep learning libraries like PyText and language models like BERT ), big data (Hadoop, Spark, and Spark NLP ), and cloud (GPU's on demand and NLP-as-a-service from all the major cloud providers). are written in English.

System 93

System Off-The-Shelf Machine Learning Artificial Inteligence 93

Altexsoft

SEPTEMBER 7, 2021

Check our article on insurance technologies to have a broader overview of innovation in the industry. This article will talk about the ways, and technologies insurers can use to solve their customer acquisition and retention problem. And it’s slowly paying off. The customer loyalty problem in insurance. percent in 2022.

Insurance 59

Insurance Technical Review Strategy Technology 59

Altexsoft

AUGUST 9, 2023

Our dedicated article lets you learn more about how NDC impacts air travel. .” It has become an integral tool, ensuring the travelers’ comfort and the operations’ cost-effectiveness and efficiency. Corporate travel management comes with its unique set of needs and challenges. Legacy GDS limitations.

Travel 52

Travel B2B Off-The-Shelf Hotels 52

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.

Artificial Inteligence 59

Artificial Inteligence Machine Learning Technical Review ChatGPT 59

Altexsoft

MARCH 28, 2022

In this article, we’ll focus on short-term rental data sourcing and analysis, and share our experience gained from cooperation with Japan’s largest booking platform Rakuten Travel , vacation rental market data provider Key Data , and other tech partners. Vacation and short-term rentals are experiencing a post-COVID renaissance.

Analysis 52

Analysis Data Software Review Technical Review 52

Altexsoft

JUNE 7, 2019

This is a guest article by Philip Tester from CloudFactory. If your company is among them, you will need to label massive amounts of text, images, and/or videos to create production-grade training data for your machine learning (ML) models. That means you’ll need smart machines and skilled humans in the loop.

Tools 88

Tools Data Technical Review Open Source 88

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.

Artificial Inteligence 87

Artificial Inteligence Machine Learning Insurance Technical Review 87

CIO

JULY 10, 2024

Google has finally fixed its AI recommendation to use non-toxic glue as a solution to cheese sliding off pizza. The company that invented the very idea of gen AI is having trouble teaching its chatbot it shouldn’t treat satirical Onion articles and Reddit trolls as sources of truth. It can be harmful if ingested.

Artificial Inteligence 340

Artificial Inteligence Enterprise Off-The-Shelf Generative AI 340

Altexsoft

APRIL 24, 2019

We talked with experts from Perfect Price, Prisync, and a data science specialist from The Tesseract Academy to understand how various businesses can use machine learning for dynamic pricing to achieve their revenue goals. Would you consider fixed costs, competitor prices, or both? Dynamic pricing strategy 101 and key approaches.

Artificial Inteligence 73

Artificial Inteligence Machine Learning Software Review Retail 73

Altexsoft

JANUARY 28, 2021

They use machine learning under the hood, and these types of RPA systems still require individual research and development. They use machine learning under the hood, and these types of RPA systems still require individual research and development. But if a task has a straightforward flow, why not automate it?

Examples 52

Examples Technical Review Software Review Software 52

Altexsoft

JUNE 25, 2022

Besides, due to the specific nature of the industry with high-value one-off payments, a big number of businesses across the world, and rapid customer consumption of services, the travel and hospitality sector is a huge target for fraud. In 2019, the travel and hospitality industry accounted for a whopping 10.3 percent of global GDP.

Travel 52

Travel Software Review Software Airlines 52

Altexsoft

JUNE 11, 2021

In this article, we’ll explain what process mining is, how it can benefit businesses across different industries, and how you can implement it to optimize the workflows of your company. And now, try to think about each step: is there any way you can make it faster? What is process mining? Process mining ?an

Applications 69

Applications Weak Development Team Systems Review Software Review 69

Altexsoft

DECEMBER 7, 2021

In this article, we’ll explore what stands behind those ETA, ETD, and ETC acronyms and what can help you take the guesswork out of your time estimations. In this article, we’ll explore what stands behind those ETA, ETD, and ETC acronyms and what can help you take the guesswork out of your time estimations. In business, time is money.

Artificial Inteligence 52

Artificial Inteligence How To Software Review Systems Review 52

Altexsoft

JANUARY 27, 2022

As of today, different machine learning (and specifically deep learning) techniques capable of processing huge amounts of both historic and real-time data are used to forecast traffic flow, density, and speed. In 2021, NYC drivers lost an average of 102 hours in congestion – and before the pandemic that score was even worse.

Artificial Inteligence 69

Artificial Inteligence Machine Learning Transportation Network 69

O'Reilly Media - Ideas

AUGUST 8, 2019

The rise of deep learning and other techniques have led to startups commercializing computer vision applications in security and compliance, media and advertising, and content creation. For example, according to a recent New York Times article , in the US, “nearly one out of three people listen to at least one podcast every month.”

Guidelines 44

Guidelines Applications Artificial Inteligence Off-The-Shelf 44

Altexsoft

OCTOBER 25, 2021

Its deep learning natural language processing algorithm is best in class for alleviating clinical documentation burnout, which is one of the main problems of healthcare technology. This allows machines to extract value even from unstructured data. Most modern NLP applications use state-of-the-art deep learning methods.

Healthcare 52

Healthcare Analysis Software Review Systems Review 52

Altexsoft

APRIL 13, 2023

“Control towers are the artificial intelligence (AI) of supply chain. Everyone wants to have it, but nobody quite knows how it works.” Christian Titze, vice president analyst at Gartner. Source: Supply Chain Dive Over the last few years, global supply chains have been so severely disrupted – but also enhanced with cutting-edge technologies.

Technical Review 59

Technical Review Software Review Analytics Systems Review 59

O'Reilly Media - Ideas

OCTOBER 13, 2020

Our previous articles in this series introduce our own take on AI product management , discuss the skills that AI product managers need , and detail how to bring an AI product to market. The field of AI product management continues to gain momentum. New features in an existing product often follow a similar progression.

Product Management 101

Product Management Artificial Inteligence UI/UX Off-The-Shelf 101

O'Reilly Media - Data

MARCH 22, 2018

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. There is also a trade off in balancing a model’s interpretability and its performance.

Off-The-Shelf 118

Off-The-Shelf Artificial Inteligence Machine Learning Weak Development Team 118

Altexsoft

MARCH 12, 2021

This article describes our experience with using sentiment analysis to produce instant snapshots of feedback. It applies natural language processing (NLP) and machine learning to detect, extract, and study customers’ perceptions about the product or service. Applying machine learning to sentiment analysis.

Hotels 64

Hotels Technical Review Travel Analysis 64

Altexsoft

APRIL 1, 2021

In this article, we’ll analyze the typical duties, responsibilities, and skills this role has. For a more in-depth look, check our articles on different aspects of this technology: Robotic Process Automation technology overview. As one of the fastest-growing industries according to Gartner , RPA led to the emergence of new professions.

Development 111

Development Software Review Technical Review Artificial Inteligence 111

AWS Machine Learning - AI

SEPTEMBER 6, 2024

By following these guidelines, data scientists can quantify the user experience delivered by their generative AI pipelines and communicate meaning to business stakeholders, facilitating ready comparisons across different architectures, such as Retrieval Augmented Generation (RAG) pipelines, off-the-shelf or fine-tuned LLMs, or agentic solutions.

Generative AI 79

Generative AI Metrics Artificial Inteligence Systems Review 79

O'Reilly Media - Ideas

OCTOBER 19, 2021

Much has been written about struggles of deploying machine learning projects to production. This approach has worked well for software development, so it is reasonable to assume that it could address struggles related to deploying machine learning in production too. The new category is often called MLOps.

DevOps 141

DevOps Data Software Review Technical Advisors 141

Altexsoft

MAY 30, 2022

In this post, we’ll focus on what conversational AI is, how it works, and what platforms exist to enable data scientists and machine learning engineers to implement this technology. So, if you are interested in building a conversational AI bot , this article is for you. Here’s the catch though.

Artificial Inteligence 52

Artificial Inteligence Technical Review Machine Learning Artificial Intelligence 52

Altexsoft

FEBRUARY 22, 2022

As we discussed in one of our previous articles, there are three main types of maintenance policies : reactive, preventive, and predictive (the two latter categories are referred to as proactive maintenance). Prevention is better than cure. If you think vehicle breakdowns are inevitable, we got news for you.

Software Review 52

Software Review Technical Review Software Technology 52

Altexsoft

FEBRUARY 8, 2021

So, in this article, we’d like to elaborate on how analytics and BI software can benefit supply chain management in all its aspects. To support the planning process, predictive analytics and machine learning (ML) techniques can be implemented. Managing a supply chain involves organizing and controlling numerous processes.

Business Intelligence 87

Business Intelligence Analytics Analysis Data 87

Altexsoft

JULY 19, 2019

However, it only starts gaining real power with the help of artificial intelligence (AI) and machine learning (ML). In this article, we’re going to explore what robotic process automation is, how it works in the classic sense, and how AI technologies are or can be used in it. What is standard Robotic Process Automation?

Artificial Inteligence 78

Artificial Inteligence Artificial Intelligence Analysis Technology 78

Altexsoft

JULY 22, 2022

In this article, we describe the terminal operating software, its main features, possible integrations, and ways it can benefit the port productivity. The recent Royal Bank of Canada (RBC) overview of global supply chains explicitly displays how bad port congestion currently is – and how it keeps getting worse. Main terminal challenges.

Operating System 52

Operating System Systems Review System Technical Review 52

Altexsoft

OCTOBER 3, 2019

The day may come when a seasoned professional tells you or your colleague about their plan to leave the company in a month. This situation isn’t extraordinary: managers and HR specialists of any organization have been there. What’s clear is that employees and managers will have work to do. The problem can be viewed on a greater scale.

Analytics 16

Analytics Company Off-The-Shelf How To 16

Altexsoft

SEPTEMBER 16, 2021

Digital twins play the same role for complex machines and processes as food tasters for monarchs or stunt doubles for movie stars. The article covers key questions about digital twins: how do they work? In many cases, it is powered by machine learning models. The twinning, however, doesn’t happen out of thin air.

IoT 64

IoT Technical Review Technical Advisors Energy 64

Altexsoft

NOVEMBER 3, 2020

This article explains how it works, what components it includes, what ready-to-use options are present in the market and how to start an RPM program. This article explains how it works, what components it includes, what ready-to-use options are present in the market and how to start an RPM program. percent annually.

System 111

System Healthcare Mobile Education 111

Altexsoft

MAY 20, 2022

And that’s what we’re going to discuss in this article – how those programs work, what makes them so valuable, and how airlines manage them. And that’s what we’re going to discuss in this article – how those programs work, what makes them so valuable, and how airlines manage them. billion, Delta’s Skymiles was estimated at $33.1

Airlines 52

Airlines Programming Technical Review Technology 52

Confluent

SEPTEMBER 25, 2019

In 2011, Marc Andressen wrote an article called Why Software is Eating the World. It’s also a unifying idea behind the larger set of technology trends we see today, such as machine learning, IoT, ubiquitous mobile connectivity, SaaS, and cloud computing. This is a business process that predates computers entirely.

Company 56

Company Software Retail Banking 56

Altexsoft

OCTOBER 17, 2019

In this article, we’ll discuss what specialists take part in data quality activities and how they might contribute to the initiative. Data is the lifeblood of an organization and its commercial success. You probably heard these words from a conference lecturer or saw similar headlines online. Flaws in data can lead to different outcomes.

Tools 16

Tools Data Technical Advisors Technical Review 16

Altexsoft

JULY 8, 2021

To help companies unlock the full potential of personalized marketing, propensity models should use the power of machine learning technologies. This post is going to shed light on propensity modeling and the role of machine learning in making it an efficient predictive tool. What is a propensity model?

Artificial Inteligence 78

Artificial Inteligence Machine Learning How To Airlines 78