AWS Machine Learning - AI

APRIL 24, 2024

In this post, we share how we analyzed the feedback data and identified limitations of accuracy and hallucinations RAG provided, and used the human evaluation score to train the model through reinforcement learning. To increase training samples for better learning, we also used another LLM to generate feedback scores.

Artificial Inteligence 104

Artificial Inteligence Engineering Performance Generative AI 104

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. Watch our video to learn the Airbnb story of success. Publicly available datasets.

Analysis 52

Analysis Data Software Review Technical Review 52

Hacker Earth Developers Blog

NOVEMBER 6, 2022

Also, read: How Hackathons Can Help You Attract, Engage, Hire, And Train Top Talent. They were: Facial Recognition System – to help global law enforcement agencies identify missing people via facial recognition. Transformative transportation – propose innovative ideas or prototypes of travel tech. Love is love.

Innovation 130

Innovation Technical Review VR Recruiting 130

Cloudera

DECEMBER 20, 2022

This is due to an improvement in plant uptime, supported by predictive maintenance applications, coupled with optimization of the fuel consumption that powers these plants, as well as fine-grained performance monitoring that eliminates over-production. . These include recruitment, training, performance management, and employee retention.

Energy 80

Energy Analytics Data Machine Learning 80

Apiumhub

JULY 16, 2019

Her experience includes developing business and retail applications, back-end processes, software tools, travel industry software, and financial applications. Through this venture, she’s produced apps such as Monkey Write—which helps users learn Chinese writing—as well as an app for snapping photos to stitch into a heart.

Software Development 111

Software Development Software Review Technical Review Software 111

O'Reilly Media - Ideas

JANUARY 5, 2021

IBM has demonstrated that neural networks can be trained on 4-bit computers with minimal loss of accuracy and significant savings in power. Part of the solution may be setting up a deployment pipeline that allows you to change the system easily. Python is well-established as a language for data analysis and machine learning.

Trends 102

Trends Artificial Inteligence Linux Systems Review 102

Altexsoft

OCTOBER 13, 2022

It would be a big overlook from our side not to pay due attention to the topic. Generative AI refers to unsupervised and semi-supervised machine learning algorithms that enable computers to use existing content like text, audio and video files, images, and even code to create new possible content. Discriminative modeling.

Generative AI 90

Generative AI Artificial Inteligence Video Technical Review 90

Xicom

AUGUST 13, 2020

Let’s start with the statistics right away – Online travel booking is forecasted to reach $817 billion in 2020. Travellers today are techno-geeks and mobile-savvy more than ever before. How travel apps buck the change in customer behaviour especially with last-minute booking. That’s huge, right!

Hotels 52

Hotels Artificial Inteligence Travel Artificial Intelligence 52

Trigent

AUGUST 20, 2023

This technology has entered various fields of business like retail, manufacturing, entertainment, training, real estate, and healthcare, to name a few, and given a changing aspect. VR-based training can lessen training time by 40%. VR-based training can improve employee performance by 70%.

VR 52

VR Technical Review Technology Virtualization 52

Openxcell

OCTOBER 27, 2023

Over the next five years, Gartner predicts that supply chain organizations will double the level of machine automation in their processes. AI in supply chain A supply chain management system includes supply chain, logistics, inventory management, and storage. Data generated by supply chain operations can provide these insights.

Artificial Inteligence 52

Artificial Inteligence Industry Artificial Intelligence Weak Development Team 52

Altexsoft

MARCH 18, 2022

Machine learning is no exception. You’ve probably heard of two main ML techniques — supervised and unsupervised learning. The mixture of two gave birth to the happy medium known as semi-supervised learning. There will also be a few real-life semi-supervised examples reviewed. What is semi-supervised learning?

Examples 52

Examples Training Machine Learning Artificial Inteligence 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. Such a pricing strategy can lead to bad reviews, complaints, or worse.

Machine Learning 73

Machine Learning Artificial Inteligence Software Review Retail 73

Altexsoft

MAY 5, 2023

The short-term rentals (STR) market has been expanding rapidly in recent years, with popular vacation rental platforms like Airbnb, Booking.com, and VRBO transforming how people travel and lodge. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making.

Artificial Inteligence 59

Artificial Inteligence Machine Learning Technical Review ChatGPT 59

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. To implement a predictive lead scoring system, insurers can build it from scratch or buy a ready-made one. Off-the-shelf lead scoring systems.

Insurance 59

Insurance Technical Review Strategy Technology 59

Altexsoft

JANUARY 17, 2023

In 2022, over 700 million travelers worldwide stayed in vacation rentals. The pandemic had severely hit the entire hospitality industry, but at the same time, it gave a boost to short-term property rentals, making them one of the main travel trends. address the needs of business travelers (studios downtown?), Cost structure.

Strategy 52

Strategy Company Technical Review Software Review 52

Altexsoft

SEPTEMBER 6, 2018

Due to a surfeit of information about AI and big data on the Internet, companies can assume that data analysis is the solution for most of their data-related issues. Customer-facing applications powered by machine learning algorithms solve your customers’ problems. Mezi travel assistant or Expedia chatbot).

Company 63

Company Off-The-Shelf Data Software Review 63

Altexsoft

AUGUST 29, 2023

If the intricacies of big data are becoming too much for your existing systems to handle, a data lake might be the solution you’re seeking. Initially designed to support analytics, these systems allow organizations to query their data for insights, trends, and decision-making. Who needs a data lake? Processed data section.

Architecture 52

Architecture Data Storage Machine Learning 52

Altexsoft

APRIL 19, 2022

Even in the pandemic years, as the entire travel sector stalled, vacation rentals came out on top, transforming customer expectations for the entire hospitality sphere. If a hotel room or a train seat stays vacant for a night, its potential value is lost. Watch our video on the basics of revenue management in hotels.

Hotels 52

Hotels Tools Software Review Systems Review 52

Altexsoft

DECEMBER 7, 2021

Note, that in our overview, we’ll focus on ETA calculations as the most crucial and prone to change due to the influence of external factors. Today, everybody is familiar with navigation systems. In the trucking, delivery, or service industry, it can be a part of, for example, a fleet management system or a standalone routing tool.

Artificial Inteligence 52

Artificial Inteligence How To Software Review Systems Review 52

O'Reilly Media - Ideas

OCTOBER 22, 2020

How did you obtain your training data? The backstory: In the early days of ML training data, companies and research teams frequently used “some stuff we found on the Internet” as a source for training data. ML models directly involved in critical safety systems are generally easy to identify as areas of concern.

Weak Development Team 127

Weak Development Team Training Systems Review Data 127

Altexsoft

JANUARY 28, 2021

They use machine learning under the hood, and these types of RPA systems still require individual research and development. This article is a good place to start, learning what Robotic Process Automation is, how it works, and where it can be applied. When the bot is trained, there are two possible ways it can operate.

Examples 52

Examples Technical Review Software Review Software 52

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

MARCH 28, 2024

If you’re implementing complex RAG applications into your daily tasks, you may encounter common challenges with your RAG systems such as inaccurate retrieval, increasing size and complexity of documents, and overflow of context, which can significantly impact the quality and reliability of generated answers. We use an ml.t3.medium

Artificial Inteligence 106

Artificial Inteligence Generative AI AWS Load Balancer 106

AWS Machine Learning - AI

MAY 9, 2024

The Opportunity Verisk FAST’s initial foray into using AI was due to the immense breadth and complexity of the platform. It is designed to be deeply integrated into the FAST platform and use all of Verisk’s documentation, training materials, and collective expertise.

Generative AI 109

Generative AI Artificial Inteligence Technical Review Development Team Review 109

Altexsoft

JUNE 9, 2023

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. In this article, we’ll uncover the mystery of this AI marvel by explaining its foundation in prompt engineering and showcasing its growing value in the travel sector.

ChatGPT 52

ChatGPT Travel Artificial Inteligence Hotels 52

Openxcell

MARCH 11, 2021

What is Learning Management System. A Learning Management System lets you create, manage, and deliver e-Learning courses just like Word Processors (like MS Word) help you write documents, and email servers (like Gmail) let you manage the email. It stands for Learning Management System.

Systems Review 52

Systems Review System Technical Review Course 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 can help you to improve the efficiency of your system. NLP in Education Industry: NLP in the Education industry can be used in text summarization, machine translation, improving academic writing, and many more.

ChatGPT 130

ChatGPT Artificial Inteligence Artificial Intelligence Tourism 130

Altexsoft

FEBRUARY 26, 2019

Besides travel, price predictions find their application in various scenarios. Price forecasting may be a feature of consumer-facing travel apps, such as Trainline or Hopper, used to increase customer loyalty and engagement. To learn more about a machine learning project structure , check out our dedicated article.

Real Estate 69

Real Estate Artificial Inteligence Machine Learning Hotels 69

Xicom

JULY 17, 2020

The app delivers the ordered medicine and healthcare supplies at customer doorstep with an integrated system of online payment. Next comes, for people who might live a distance apart from the pharmacies or perhaps the elderly or infirm that are no longer able to travel on their own. Features That Are Partner’s Friendly.

Mobile 69

Mobile Artificial Inteligence eCommerce Technical Review 69

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. Suppose a user reads several articles about “ sustainable travel trends.”

Artificial Inteligence 52

Artificial Inteligence Machine Learning Systems Review Training 52

AWS Machine Learning - AI

JANUARY 12, 2024

In contrast, text embeddings use machine learning (ML) capabilities to capture the meaning of unstructured data. For such systems that have been part of a company’s information architecture for a long time, a complete migration to an embeddings-based approach is, in many cases, just not feasible. We will clean that up.

Applications 108

Applications Artificial Inteligence Sustainability Technical Review 108

Existek

JANUARY 11, 2022

Travel and hospitality – Airbnb, Macdonalds. For example, they considerably revised the cloud strategy due to the need to transform the delivery model from PaaS to IaaS, thus renaming Windows Azure to Microsoft Azure in 2014. . Machine learning. Azure leverages Virtual Machines that support on-demand computing.

Azure 52

Azure AWS Cloud How To 52

AWS Machine Learning - AI

MAY 13, 2024

In this part of the blog series, we review techniques of prompt engineering and Retrieval Augmented Generation (RAG) that can be employed to accomplish the task of clinical report summarization by using Amazon Bedrock. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance.

Generative AI 100

Generative AI Artificial Inteligence Report Healthcare 100

TechCrunch

JANUARY 25, 2022

Below, a quick list of the companies presenting — plus a snippet on what they’re doing as I understand it: eCommerceInsights.AI: Uses AI to scan reviews about your brand/products, find the common threads and turn them into “actionable insights.” It’ll be all virtual, so you can tune in to that on YouTube right here.

Company 219

Company Software Review Systems Review Technical Review 219

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

AUGUST 18, 2023

In the ever-evolving travel industry landscape, the seamless integration of global accommodation providers is pivotal. 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.

Hotels 52

Hotels Banking Technical Advisors Technical Review 52

Altexsoft

JUNE 21, 2023

Whether you’re a hotelier aiming to optimize revenue or a tech enthusiast intrigued by the evolving dynamics of travel and hospitality, acquiring a comprehensive understanding of ADR will be helpful. We also investigate predicting ADR through machine learning and strategies to enhance this KPI. What is ADR?

KPI 52

KPI Hotels Strategy Machine Learning 52