Knowledge Hut

AUGUST 1, 2023

Machine learning is a way in which artificial intelligence is used to train algorithms or computers. Machine learning algorithms can analyze potentially tera bytes of data, identify patterns from these data, and make predictions or decisions. Predictive Analytics can assist in early detection and intervention.

Machine Learning 52

Machine Learning Medical Healthcare Hospitality 52

RandomTrees

DECEMBER 20, 2023

Most of today’s edge AI algorithms perform local inference directly on data that the device sees directly. Using data from a collection of sensors adjacent to the device, more sophisticated inference tools can get developed in the future. Improved edge AI arrangement could also be a significant change.

IT 52

IT Hospitality Healthcare Deep Learning 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

JANUARY 18, 2024

In addition, they should be able to deploy various machine learning algorithms to solve complex problems. Broader Knowledge of Computer Science Full stack data science professionals should have a broader knowledge of data structures, algorithms, and discrete mathematics as they are key aspects of data science.

Data Science 96

Data Science Computer Science Programming Language Machine Learning 96

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 Hospitality 98

AltexSoft

OCTOBER 18, 2022

This provides many opportunities to train computer vision algorithms for healthcare needs. For example, a recent study aims at assessing the accuracy of deep learning algorithms in the diagnosis of Human Papillomavirus (HPV) in CT images of advanced oropharyngeal cancer (OPC). Clinic and hospital datasets. Today, when over 1.7

Medical 52

Medical Datasets Machine Learning Hospitality 52

Knowledge Hut

MARCH 29, 2024

Enter the Binary Heap, a powerful data structure used for everything from algorithms to priority queues. Binary heaps are especially handy for priority queue implementations, and they are widely utilized in algorithms like Dijkstra's shortest path method and the heap sort algorithm. These are a few typical uses.

Algorithm 52

Algorithm Utilities Hospitality Software Engineer 52

Cloudera

AUGUST 18, 2021

To prevent that, companies must implement a strategy to make sense of data by first training AI algorithms and then continually refining them as new, relevant information becomes available. That way, the data can continue generating actionable insights. . Avoiding Complexity.

Medical 88

Medical Hospitality Data Lake Healthcare 88

The Modern Data Company

APRIL 12, 2023

Additionally, a lack of technical expertise may leave smaller hospitals and healthcare centers struggling to implement the types of analytics patients expect. If the hospital or healthcare center relies on public funds, budget constraints may further limit the money available for modernizing technology.

Healthcare 98

Healthcare Hospitality Medical Electronics 98

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

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

OCTOBER 25, 2021

No doubt, machine learning algorithms do better at disease diagnosis, but it is still far from replacing doctors. Researchers at Purdue University in Indianapolis have developed a machine-learning algorithm that predicts the relapse rate for myelogenous leukemia with 90% accuracy. Such tools can also reduce the need for biopsies.

Healthcare 52

Healthcare Machine Learning Project Medical 52

Knowledge Hut

DECEMBER 29, 2023

Apply the algorithms to a real-world situation, optimize the models learned, and report on the predicted accuracy that can be reached using the models. Specific Skills and Knowledge: Computer Science Fundamentals and Programming Machine Learning Algorithms Data Modeling and Evaluation Applied Mathematics Pattern recognition C.

Data Science 98

Data Science Data Mining Deep Learning Programming Language 98

Knowledge Hut

OCTOBER 26, 2023

Machine learning is a branch of AI; it's all about creating an algorithm, analyzing data, learning from data, process ing data, and identifying and applying patterns to data with minimal intervention by human s. In this project, you'll be able to recognize the handwriting digits using simple P ython and machine learning algorithms.

Machine Learning 52

Machine Learning Project Datasets Algorithm 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.

Government 98

Government Hospitality Education Data Governance 98

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

Edureka

AUGUST 2, 2023

Data Mining Analyst: To find patterns, correlations, and linkages within huge datasets, data mining analysts employ cutting-edge algorithms and methodologies. They may conduct hypothesis testing, regression analysis, or data clustering to gain insights into patterns and trends.

Data Process 52

Data Process Process Data Cleanse Data Mining 52

Mutt Data

JULY 13, 2023

However, other channels may own this kind of data - for example, a delivery or hospitality app. To optimize budget allocation, RMNs should provide algorithms that dynamically redistribute allocated budget to the best performing time periods, and between different ads/items within a campaign.

Media 52

Media Retail Amazon Web Services Hospitality 52

Mutt Data

JULY 13, 2023

However, other channels may own this kind of data - for example, a delivery or hospitality app. To optimize budget allocation, RMNs should provide algorithms that dynamically redistribute allocated budget to the best performing time periods, and between different ads/items within a campaign.

Media 52

Media Retail Amazon Web Services 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

Knowledge Hut

MARCH 12, 2024

Associate engineers with skills like cloud computing, data structure and algorithms proficiency, operation system management, etc., Certification holders have additional technical knowledge and hands-on experience handling software design and development systems. Skills Some specific advanced and technical skill sets also affect the salary.

Software Engineer 52

Software Engineer Software Engineering Engineering Cloud Computing 52

Tweag

APRIL 19, 2023

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 60

Medical Process Cloud Bytes 60

Knowledge Hut

MARCH 15, 2024

Here, often through a bachelor’s degree in computer science or a related field, knowledge in algorithms, data structures, and software development principles is needed. Not only that, but to be a skilled back-end developer, you should master languages such as Java, Python, or Ruby.

Computer Science 52

Computer Science Java Programming Language Education 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

AltexSoft

JUNE 21, 2023

Navigating the increasingly competitive hospitality sector landscape demands a thorough grasp of the vital performance indicators that display profitability. ADR , in the hospitality industry, stands for the average daily rate. Discover how revenue management functions in hospitality in our video. What is ADR?

Hospitality 52

Hospitality Management Machine Learning Datasets 52

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 Datasets Machine Learning 52

Cloudera

OCTOBER 21, 2020

The Insurance industry is in uncharted waters and COVID-19 has taken us where no algorithm has gone before. AI and advanced algorithms are being used to derive insights from all sorts of new data sources to identify at-risk populations, control the spread, and deliver a vaccine. And the approach extends to insurers.

Insurance 72

Insurance Unstructured Data Hospitality Media 72

ProjectPro

AUGUST 28, 2021

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. In this ML project, you will learn to implement the random forest regressor and Xgboost algorithms to train the model.

Portfolio 52

Portfolio Project Datasets Algorithm 52

Rockset

JUNE 3, 2022

We are also helping travel and hospitality companies such as Vail Resorts drive bookings and promote specials. Our campaign decision engine already relies on ML-trained algorithms, but they were built using a limited dataset due to the high cost of integrating disparate datasets. With Rockset, we gained both of those and more.

Hospitality 52

Hospitality Datasets Aggregated Data Retail 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

ProjectPro

FEBRUARY 16, 2023

This application is increasingly and readily being deployed for tracking attendance and identity verification in places like airports, corporates, schools, hospitals, etc. The algorithm then tracks along these regions and suppresses each non-maximal pixel value (non-maximal suppression). Below are a few of those limitations: 1.

Python 98

Python Process Deep Learning Algorithm 98

Knowledge Hut

NOVEMBER 16, 2023

They need to have a strong background in software development and an understanding of cryptography, data structures, and common algorithms. However, a couple of sectors that offer the best jobs for females in India include Aviation, Cabin Crew & Hospitality, Teaching, Medicine & Nursing, and Law. offer the highest salaries.

IT 52

IT Software Engineer Software Engineering Cloud Computing 52

Knowledge Hut

JUNE 16, 2023

Blockchain technology is transforming several traditional industries in the modern world, including banking, finance, healthcare, hospitality, retail, and many others. Working knowledge of algorithms and data structures Multiple data structures when come together make up the entire blockchain technology. What is Blockchain?

Technology 52

Technology Programming Language Finance Computer Science 52

Knowledge Hut

DECEMBER 27, 2023

A business analyst can be employed in a wide range of industries, including healthcare, education, finance, retail, and hospitality. This means they should be familiar with advanced analysis methods such as using algorithms, creating models, and interpreting statistical data.

Business Analyst 52

Business Analyst Computer Science Finance Data Analysis 52

DareData

JULY 29, 2020

We have heard news of machine learning systems outperforming seasoned physicians on diagnosis accuracy, chatbots that present recommendations depending on your symptoms , or algorithms that can identify body parts from transversal image slices , just to name a few. can my application gain the trust of its users?

Healthcare 52

Healthcare Data Pipeline Medical Pipeline-centric 52

Knowledge Hut

DECEMBER 27, 2023

Apache SAMOA (Scalable Advanced Massive Online Analysis) This open-source platform (used for big data stream mining and machine learning) helps users to create the distributed streaming machine learning (ML) algorithms plus run them on multiple distributed stream processing engines or DSPEs. Cons: Nothing serious to make mention of.

Big Data Tools 59

Big Data Tools Big Data Hadoop Database-centric 59

ProjectPro

AUGUST 2, 2021

This process is almost indispensable even for more complex algorithms like Optical Character Recognition, around which companies like Microsoft have built and deployed entire products (i.e., Alternatively, you could attempt to implement other Grayscaling algorithms like the Lightness and the Average Method. Microsoft OCR).

Coding 40

Coding Python Process Project 40