AltexSoft

MAY 5, 2023

AI in a nutshell Artificial Intelligence (AI) , at its core, is a branch of computer science that focuses on developing algorithms and computer systems capable of performing tasks that typically require human intelligence. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making.

Machine Learning 59

Machine Learning Hospitality Algorithm Deep Learning 59

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. Yet, in both cases, the necessity to comply with regulations adds an extra step to the preparation of datasets for machine learning. Medical data labeling. Let’s sum up.

Medical 52

Medical Datasets Machine Learning Hospitality 52

AltexSoft

NOVEMBER 15, 2022

Read on to find out what occupancy prediction is, why it’s so important for the hospitality industry, and what we learned from our experience building an occupancy rate prediction module for Key Data Dashboard — a US-based business intelligence company that provides performance data insights for small and medium-sized vacation rentals.

Hospitality 52

Hospitality Building Datasets Machine Learning 52

AltexSoft

JUNE 21, 2023

Navigating the increasingly competitive hospitality sector landscape demands a thorough grasp of the vital performance indicators that display profitability. We also investigate predicting ADR through machine learning and strategies to enhance this KPI. ADR , in the hospitality industry, stands for the average daily rate.

Hospitality 52

Hospitality Management Machine Learning Datasets 52

Cloudera

AUGUST 18, 2021

In digital transformation projects, it’s easy to imagine the benefits of cloud, hybrid, artificial intelligence (AI), and machine learning (ML) models. Such a platform enables an organization to curate different types of data from diverse sources and identify which data to feed to ML algorithms to generate meaningful insights, he said.

Medical 88

Medical Hospitality Data Lake Healthcare 88

Knowledge Hut

OCTOBER 26, 2023

In the world of machine learning, where data-driven solutions have the power to transform industries and empower individuals, if you're new to this exciting field and eager to embark on your machine-learning journey, you're in the right place. What is Machine Learning, and why are ML projects interesting?

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

Knowledge Hut

JANUARY 18, 2024

It also helps organizations to maintain complex data processing systems with machine learning. A skilled data scientist can directly apply the data collected through Machine Learning and Artificial Intelligence to businesses. Get to know more about data science management.

Data Science 96

Data Science Computer Science Programming Language Machine Learning 96

AltexSoft

DECEMBER 15, 2021

Machine learning evangelizes the idea of automation. 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 59

Machine Learning Deep Learning Algorithm Telecommunication 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?

Data Collection 52

Data Collection Machine Learning Unstructured Data Non-relational Database 52

Knowledge Hut

DECEMBER 29, 2023

In addition, there are professionals who want to remain current with the most recent capabilities, such as Machine Learning, Deep Learning, and Data Science, in order to further their careers or switch to an entirely other field. Learning Outcomes: Acquire the skills necessary to assess models developed from data.

Data Science 98

Data Science Data Mining Deep Learning Programming Language 98

Snowflake

JULY 11, 2023

Over 500 healthcare AI algorithms have been approved by the U.S. hospitals that have implemented AI has tripled since 2020, says MIT xPRO. To design better screening guidelines, sharpen those algorithms, make them better and more effective. We have to get insurers on board and hospitals signing off and more.

Healthcare 68

Healthcare Hospitality Medical Pharmaceutical 68

ProjectPro

NOVEMBER 8, 2021

With the advancement in artificial intelligence and machine learning and the improvement in deep learning and neural networks, Computer vision algorithms can process massive volumes of visual data. With no future adieu, let's look at some of the most commonly used computer vision algorithms and applications.

Algorithm 52

Algorithm Medical Datasets Python 52

Cloudera

DECEMBER 3, 2021

For example, consider the case of an AI system used to prioritise patients admitted to hospital. This includes guidance on algorithms, testing, quality control and reusable artefacts. The cause and effect of systems needs to be modelled to ensure there are no adverse effects in adjacent systems. Find out more. The post In AI we trust?

Government 102

Government Hospitality Education Designing 102

Knowledge Hut

DECEMBER 21, 2023

This can be done by analyzing customer data, such as purchase history and browsing behavior, and using machine learning algorithms to generate personalized recommendations. Hospitality IoT IoT technology can help hotels and other hospitality businesses improve the guest experience, increase efficiency, and reduce costs.

Coding 98

Coding Transportation Medical Retail 98

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. This blog post will delve into the challenges, approaches, and algorithms involved in hotel price prediction. Check out our video on how revenue management works in hospitality.

Hospitality 52

Hospitality Algorithm Datasets Machine Learning 52

Knowledge Hut

JUNE 13, 2024

Nowadays, diseases can be predicted at the earliest stage with the help of data science in healthcare , that too remotely with innovative appliances powered by Machine learning. With the help of data science tools and machine learning algorithms, doctors can detect and track common conditions, like cardiac or respiratory diseases.

Healthcare 52

Healthcare Data Science Medical Pharmaceutical 52

Striim

JULY 18, 2024

Another benefit of leveraging real-time patient monitoring is that it reduces hospital readmissions and improves overall patient management. An inference model is a form of machine learning model that leverages algorithms to analyze data. For more context, check out our AI and machine learning solutions page.

Healthcare 52

Healthcare Medical Hospitality Algorithm 52

Scott Logic

SEPTEMBER 13, 2024

Machine learning (ML) is no longer just a concept for the future, it is now a vital part of many everyday applications. How Machine Learning Has Evolved Machine learning has significantly advanced since its early days. For a test engineer, the increasing use of ML brings new challenges and opportunities.

Medical 52

Medical Hospitality Datasets Machine Learning 52

Knowledge Hut

MAY 2, 2024

Spark also has out of the box support for Machine learning and Graph processing using components called MLlib and GraphX respectively. Machine Learning: MLlib is a Machine Learning library of Spark. MLlib is the Apache Spark’s scalable machine learning library.

Scala 52

Scala Hospitality Machine Learning Healthcare 52

AltexSoft

SEPTEMBER 19, 2023

Internal systems — like a property management system (PMS) in hospitality, a passenger service system (PSS) used by airlines, or an OTA back office — are the backbone and the most relevant source of transaction details, booking histories, and inventory data for a travel business. geolocation, profiles, and feedback.

Hospitality 52

Hospitality Machine Learning Data Governance BI 52

ProjectPro

FEBRUARY 16, 2023

At the core of such applications lies the science of machine learning, image processing, computer vision, and deep learning. This application is increasingly and readily being deployed for tracking attendance and identity verification in places like airports, corporates, schools, hospitals, etc.

Python 98

Python Process Deep Learning Algorithm 98

RandomTrees

DECEMBER 20, 2023

Next GEN Edge AI , also known as Edge Intelligence or next gen ai , combines Edge Computing and Artificial Intelligence to track and execute machine learning. AI workflows at the edge use data originating from centralized data centers (cloud, devices) and data originating from human sources (edge). What is Next GEN Edge AI ?

IT 52

IT Hospitality Healthcare Deep Learning 52

ProjectPro

DECEMBER 10, 2021

Along with that, deep learning algorithms and image processing methods are also used over medical reports to support a patient’s treatment better. Additionally, use different machine learning algorithms like linear regression, decision trees, random forests, etc. to estimate the costs.

Business Intelligence 52

Business Intelligence Coding Project BI 52

ProjectPro

AUGUST 28, 2021

The most trusted way to learn and master the art of machine learning is to practice hands-on projects. Projects help you create a strong foundation of various machine learning algorithms and strengthen your resume. Each project explores new machine learning algorithms, datasets, and business problems.

Portfolio 52

Portfolio Project Datasets Algorithm 52

FreshBI

NOVEMBER 21, 2023

Revolutionizing Healthcare with Business Intelligence Dashboards for Hospitals The healthcare sector, more than any other, understands the value of timely and accurate data. Whether it's for patient care, administrative efficiency, or research purposes, hospitals rely heavily on data.

Business Intelligence 52

Business Intelligence Hospitality BI Consulting 52

Knowledge Hut

DECEMBER 21, 2023

Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing Cloud computing research topics are getting wider traction in the Cloud Computing field. The NN-MOEA algorithm utilizes neural networks to optimize multiple objectives, such as planning, cost, and resource utilization.

Cloud Computing 52

Cloud Computing Cloud Algorithm Healthcare 52

ProjectPro

JUNE 1, 2017

For these hadoop vendors, the big data market is all about big and fast data that includes cloud based services for Hadoop and other offerings for running Spark , big data pipelines, machine learning and Streaming.All these managed services are a boon for hadoop vendors to fulfill their promises in a broader ecosystem.

Hadoop 52

Hadoop Medical Pipeline-centric Database-centric 52

AltexSoft

OCTOBER 25, 2021

billion (Microsoft’s biggest purchase since LinkedIn), provides niche AI products for clinical voice transcription, used in 77 percent of US hospitals. 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.

Medical 52

Medical Healthcare Process Hospitality 52

Tweag

APRIL 19, 2023

Machine Learning (ML). Deep Learning. Detecting cancerous cells in microscopic photography of cells (Whole Slide Images, aka WSIs) is usually done with segmentation algorithms, which NNs are very good at. A single hospital makes many captures a day, producing terabytes of such data to store and process.

Medical 61

Medical Process Cloud Bytes 61

U-Next

SEPTEMBER 22, 2022

Machine Learning and business intelligence are used in predictive analytics, also known as advanced analytics. . Several vetted models and algorithms are used in the predictive analytics tools in order to generate a large number of useful outcomes that are applicable to a wide range of use cases. . Clustering Model .

Hospitality 40

Hospitality Algorithm Machine Learning Banking 40

AltexSoft

MARCH 28, 2022

Key performance metrics in most cases coincide with those used throughout the hospitality business. Learn more about key KPIs used in the hospitality business from our article on how to evaluate your property’s performance. To address the problem, our team applied a k-nearest neighbors (KNN) algorithm: It.

Hospitality 52

Hospitality Business Intelligence Machine Learning Datasets 52

DareData

JULY 29, 2020

The Challenges of Medical Data In recent times, there have been several developments in applications of machine learning to the medical industry. Odds are that your local hospital, pharmacy or medical institution's definition of being data-driven is keeping files in labelled file cabinets, as opposed to one single drawer.

Data Pipeline 52

Data Pipeline Healthcare Medical Pipeline-centric 52

AltexSoft

AUGUST 27, 2022

It’s worth noting that regulatory bodies treat the use of machine learning in healthcare with caution. That’s why, for now, smart algorithms see fewer restrictions and wider adoption in the drug discovery phase that happens prior to tests on people. Among deep learning algorithms employed for de novo design are.

Medical 52

Medical Deep Learning Algorithm Machine Learning 52

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. But unlike rule-based systems, these chatbots can improve over time through data and machine learning algorithms.

Banking 52

Banking Machine Learning Deep Learning Algorithm 52

AltexSoft

JUNE 25, 2022

In 2019, the travel and hospitality industry accounted for a whopping 10.3 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. percent of global GDP.

Insurance 52

Insurance Hospitality Machine Learning Education 52

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.” It points out the critical role that data quality plays in the outcomes you get from these algorithms. Watch our video about data preparation for ML tasks to learn more about this.

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Engineering Hospitality Transportation Algorithm 59

phData: Data Engineering

SEPTEMBER 4, 2024

SpotIQ and AI-Driven Insights SpotIQ is a ThoughtSpot feature that leverages generative AI and machine learning (ML) to uncover anomalies across large datasets, identify patterns, isolate trends, segment data, analyze root causes, and forecast data for future scenarios.

BI 52

BI Hospitality Healthcare Pharmaceutical 52