O'Reilly Media - Ideas

NOVEMBER 2, 2021

It’s also important that machine learning seems to have taken a step (pun somewhat intended) forward, with robots that teach themselves to walk by trial and error, and with robots that learn how to assemble themselves to perform specific tasks. Is it possible to reverse-engineer the data on which a model was trained?

Trends 124

Trends Artificial Inteligence Machine Learning Linux 124

CIO

JANUARY 9, 2023

The need to grow smartly Gil Westrich’s company, ClearML, is benefiting from increased adoption of artificial intelligence and machine learning (ML) technology. “That’s allowed smaller tech startups to compete for the significant talent that these workers have and can provide.”

Technical Review 363

Technical Review Fractional CTO CTO Artificial Inteligence 363

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. Not all language models are as impressive as this one, since it’s been trained on hundreds of billions of samples. Machine learning-based NLP — the basic way of doing NLP.

Tools 139

Tools Artificial Inteligence Technical Review Systems Review 139

Altexsoft

DECEMBER 30, 2022

They help hotels, airlines, car rental services, and other suppliers sell inventory to end customers — and charge fees for this mediation. It unfolds as follows: A supplier (for example, an airline or hotel) sets the final prices (gross rates) and passes them to an OTA. How an agency model and merchant model differ.

Engineering 52

Engineering Hotels Travel .Net 52

Altexsoft

FEBRUARY 21, 2023

Hotel price prediction is a critical aspect of the travel industry, and with the rise of machine learning , it has become more precise and accurate. The key objective behind this task is to set the best booking prices to entice customers and ensure that hotels take full advantage of their business potential.

Hotels 52

Hotels Machine Learning Artificial Inteligence Travel 52

Altexsoft

MARCH 28, 2022

This term refers to hotel alternatives that can be booked for several days or weeks (hence, the second name — short-term rentals.) Vacation rentals usually offer guests more attractive prices than hotels along with a more private setting. Before going any further, let’s make it clear what vacation rentals are.

Analysis 52

Analysis Data Software Review Technical Review 52

Altexsoft

AUGUST 9, 2023

It’s a systematic approach to handling various travel operations such as hotel bookings, flight tickets, travel policies, and reporting with the aim of cost control, adherence to corporate policies, and employee comfort and safety. Central Reservation System (CRS) connection: Many larger suppliers (like hotel chains) have their own CRS.

Travel 52

Travel B2B Off-The-Shelf Hotels 52

Altexsoft

APRIL 19, 2022

From sharing a corner in your living room with an air mattress to running a whole hotel-like operation with multiple properties, alternative accommodation hosts today can make bank. Hotels want to be like Airbnbs, investing in unique, homey properties where people come to live, rest, and work. Hotels and vacation rentals, compared.

Hotels 52

Hotels Tools Software Review Systems Review 52

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. Approaches to dynamic pricing: Rule-based vs machine learning. Functionality of IBM Dynamic Pricing.

Machine Learning 73

Machine Learning Artificial Inteligence Software Review Retail 73

Altexsoft

MAY 5, 2023

This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making. The key terms that everyone should know within the spectrum of artificial intelligence are machine learning, deep learning, computer vision , and natural language processing. The early adopters, plain and simple.”

Artificial Inteligence 59

Artificial Inteligence Machine Learning Technical Review ChatGPT 59

Cloudera

NOVEMBER 17, 2021

We are very excited to announce the release of five, yes FIVE new AMPs, now available in Cloudera Machine Learning (CML). In addition to the UI interface, Cloudera Machine Learning exposes a REST API that can be used to programmatically perform operations related to Projects, Jobs, Models, and Applications.

Machine Learning 122

Machine Learning Artificial Inteligence Hotels Data Engineering 122

Altexsoft

MARCH 12, 2021

How long does it take an average traveler to pick up a hotel? It applies natural language processing (NLP) and machine learning to detect, extract, and study customers’ perceptions about the product or service. We stayed at this hotel for five days” is neutral, “I liked staying here” is positive, and. “I So, let’s start!

Hotels 64

Hotels Technical Review Travel Analysis 64

Altexsoft

JUNE 25, 2022

Artificial intelligence and machine learning tools are widely adopted within the insurance sector to automate claim processing. Such tools are trained over lots of data to look for anomalies that can alert the business to potentially fraudulent activity patterns. Typically, they follow the same plot when conning an insurer.

Travel 52

Travel Software Review Software Airlines 52

Altexsoft

SEPTEMBER 7, 2021

It uses machine learning to capture more nuanced customer behavior patterns. The models are trained to assign higher scores to leads with those attributes. However, before implementing machine learning and predictive lead scoring, you need data. Machine learning is only as accurate as the data fed to the models.

Insurance 59

Insurance Technical Review Strategy Technology 59

Altexsoft

JUNE 26, 2023

We’ll particularly explore data collection approaches and tools for analytics and machine learning projects. It’s the first and essential stage of data-related activities and projects, including business intelligence , machine learning , and big data analytics. What is data collection?

Machine Learning 52

Machine Learning Artificial Inteligence Data Systems Review 52

AWS Machine Learning - AI

NOVEMBER 22, 2023

You marked your calendars, you booked your hotel, and you even purchased the airfare. Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! Reserve your seat now!

Generative AI 103

Generative AI Artificial Inteligence AWS Machine Learning 103

Altexsoft

FEBRUARY 26, 2019

Predictive analytics requires numerous statistical techniques, such as data mining (identification of patterns in data) and machine learning. The goal of machine learning is to build systems capable of finding patterns in data, learning from it without human intervention and explicit reprogramming.

Real Estate 69

Real Estate Artificial Inteligence Machine Learning Hotels 69

The Accidental Successful CIO

JANUARY 29, 2020

Smart people create things called neural networks that are fed using machine learning. The experts believe that AI has a huge future in the world of medical treatments from using machine learning to match medical treatments with patient records to managing medical supplies. It’s very easy to make mistakes.

Artificial Inteligence 52

Artificial Inteligence Artificial Intelligence Machine Learning Network 52

Zensar

OCTOBER 8, 2018

Custom Vision Service – This service provides us with an API through which we can upload an image, build and train a custom image classifier. It converts content for further processing for machine learning and tries to understand it in terms of an image, video, text etc. Can be done by either uploading a file or URL.

Azure 40

Azure Video Machine Learning Artificial Inteligence 40

Linux Academy

DECEMBER 2, 2019

technical sessions, at 20 hotels, with 6 venues and one massive after party! Last year we saw huge announcements in Machine Learning and Artificial Intelligence, a push into space with AWS Ground Station and the usual list of service enhancements and upgrades that we come to expect from the universes largest cloud vendor.

AWS 17

AWS Artificial Inteligence Blockchain Machine Learning 17

Altexsoft

JUNE 21, 2023

The Average Daily Rate (ADR) — one of the leading hotel KPIs for gauging performance and profit — has gained considerable importance, and for a reason. We also investigate predicting ADR through machine learning and strategies to enhance this KPI. Example 1: Small boutique hotel. What is ADR?

KPI 52

KPI Hotels Strategy Machine Learning 52

Altexsoft

SEPTEMBER 6, 2018

Customer-facing applications powered by machine learning algorithms solve your customers’ problems. For instance, you can find out why customers prefer booking from OTAs rather than from your hotel site this week or whether or not a particular user buys products after reading an email about current deals. In fact, 49.4

Company 63

Company Off-The-Shelf Data Software Review 63

Altexsoft

NOVEMBER 15, 2022

The occupancy rate is a key indicator of the historical, current, and looking-forward performance of a hotel or vacation rental business. The occupancy rate in hospitality is the share of occupied hotel rooms or vacation rental units at a given time. Overall, average hotel occupancy rates range between 65 and 80 percent.

Hotels 52

Hotels Machine Learning Artificial Inteligence KPI 52

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.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Data 3D 52

Altexsoft

NOVEMBER 1, 2023

This is a collection of texts used for linguistic analysis and training NER models. Word embeddings translate words or phrases into numerical vectors of fixed size, making it easier for machine learning models to process. A corpus can range from a set of news articles to academic journals or even social media posts.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Systems Review Training 52

Altexsoft

SEPTEMBER 14, 2021

Train travel is in a disadvantaged position in our world. One of the most interesting differences between how air and train transport operate is the role technology takes in each. One of the most interesting differences between how air and train transport operate is the role technology takes in each. Lack of customer data.

Training 59

Training System Airlines Travel 59

Altexsoft

AUGUST 18, 2023

OTAs, hotel booking platforms , and other travel businesses need to have real-time access to extensive hotel inventories to offer diverse choices to their customers. With the strategic acquisition of Tourico Holidays and GTA wholesalers, Hotelbeds expanded its portfolio to encompass over 300,000 hotels across 200 destination countries.

Hotels 52

Hotels Banking Technical Advisors Technical Review 52

OTS Solutions

MAY 22, 2023

GPT-2 was expertly trained to perform various tasks such as writing product descriptions, summaries of movies, etc. This bias may arise due to the dataset that ChatGPT is trained on which may contain incomplete data, leading to incorrect responses. GPT 2: This GPT was introduced on 14 February 2019. It contains approximately 1.5

ChatGPT 130

ChatGPT Artificial Inteligence Artificial Intelligence Tourism 130

Apiumhub

SEPTEMBER 20, 2023

From software architecture to artificial intelligence and machine learning, ​​these conferences offer unparalleled insights, networking opportunities, and a glimpse into the future of technology. It’s an opportunity to learn from API thought leaders and enthusiasts, meet industry colleagues, and exchange ideas.

Conference 96

Conference Artificial Inteligence UI/UX Machine Learning 96

Altexsoft

SEPTEMBER 28, 2023

Yet, now, they are expected to meet consumers’ need for uniqueness much earlier in the customer journey than at the hotel front desk. When speaking of personalization in the hotel context, the first thing that comes to mind is room decoration for a special occasion or a bottle of favorite champagne for a repeat guest.

Examples 52

Examples Hotels Industry Travel 52

Altexsoft

JUNE 9, 2023

Large language models and transformers in a nutshell Language models , types of machine learning models, are trained to anticipate the likelihood of a word sequence. They predict the next appropriate word based on text context, essentially learning how humans use language. Transformer architecture. What is ChatGPT?

ChatGPT 52

ChatGPT Travel Artificial Inteligence Hotels 52

Altexsoft

MAY 30, 2023

Instead, it forwards cardholder data to an airline or hotel, which serves as an MoR: It withdraws money from a customer’s card and then pays a commission to the OTA.” It can be, for example, large online travel agencies (OTAs), international hotel chains, and major full-service and low-cost carriers (LCCs).

Travel 52

Travel Airlines Hotels Compliance 52

Altexsoft

JANUARY 11, 2019

Machine learning and data science advisor Oleksandr Khryplyvenko notes that 2018 wasn’t as full of memorable breakthroughs for the industry, unlike previous years. So, it’s not the state-of-the-art that motivates businesses to use data science more but the standardized approach to machine learning model building. ”.

Artificial Inteligence 94

Artificial Inteligence Artificial Intelligence Trends Data 94

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. Also, such chatbots do not learn from interactions with a user: They only perform and work with the previously known scenarios you wrote for them.

Artificial Inteligence 52

Artificial Inteligence Technical Review Artificial Intelligence Machine Learning 52

Altexsoft

AUGUST 13, 2020

And hospitality is no exception: the hotel industry operates large amounts of data by its nature. Today, we’ll look at the specifics of using BI in the hotel industry. Business intelligence in hotels: sources of data and components. Hotel data sources. Hotel Property Management System modules.

Business Intelligence 59

Business Intelligence Hotels Technical Review Technology 59

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. It enables machines to contextually analyze, understand, and respond to human language.

Engineering 59

Engineering Artificial Inteligence Generative AI Technical Review 59

Altexsoft

NOVEMBER 22, 2019

Hotel business produces a plethora of data literally every moment. Let’s take a closer look at major data management processes — data collecting, storing, and analyzing — as applied to the hotel domain. Hotel data collection: what and where to look for. Important hotel data sets and overlaps between them.

Hotels 18

Hotels Data Technical Review Systems Review 18