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. It includes the UCI machine learning repository and dataset.

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

Knowledge Hut

DECEMBER 21, 2023

Few benefits of Cloud computing are listed below: Scalability: With Cloud computing we get scalable applications which suits for large scale production systems for Businesses which store and process large sets of data. It also includes an evolutionary algorithm for future improvement. Top 10 Cloud Computing Research Topics 1.

Cloud Computing 52

Cloud Computing Cloud Algorithm Healthcare 52

Knowledge Hut

DECEMBER 29, 2023

Career Options: This specialty may prepare you for positions such as: Computer systems analyst Computer network analyst Data scientist Data analyst Data Engineer Data manager D. The implementation of distributed computing systems is often called "cloud computing."

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Data Science Data Mining Deep Learning Programming Language 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. Main types of recommender systems.

Hospitality 52

Hospitality Machine Learning Data Governance BI 52

Knowledge Hut

MARCH 29, 2024

From massive datasets to complex tasks, quickly accessing and organizing information is key. Enter the Binary Heap, a powerful data structure used for everything from algorithms to priority queues. Consider a hospital emergency room with a long line of patients. Efficiency is paramount in computer science.

Algorithm 52

Algorithm Utilities Hospitality Software Engineer 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. One can use their dataset to understand how they work out the whole process of the supply chain of various products and their approach towards inventory management.

Business Intelligence 52

Business Intelligence Coding Project BI 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

AltexSoft

MARCH 28, 2022

Your property management system (PMS) for vacation rentals, channel manager , and website serve as the most reliable source of booking information. However, your system is limited to the inventory you sell, so to get a full picture, track market trends, and analyze competitors, you need data aggregated by third-party platforms.

Hospitality 52

Hospitality Business Intelligence Datasets Machine Learning 52

Rockset

JUNE 3, 2022

We are also helping travel and hospitality companies such as Vail Resorts drive bookings and promote specials. This ingests and analyzes data gathered by our systems such as open rates, clicks on Smart Banners, generated sales, etc. And we also help financial service companies better connect with customers.

Hospitality 52

Hospitality Aggregated Data Datasets Retail 52

Knowledge Hut

JANUARY 29, 2024

” In this article, we are going to discuss time complexity of algorithms and how they are significant to us. Nobody would want to use a system which takes a lot of time to process large input size. The Time complexity of an algorithm is the actual time needed to execute the particular codes.

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Algorithm Programming Language Python Java 98

Knowledge Hut

DECEMBER 27, 2023

A business analyst can be employed in a wide range of industries, including healthcare, education, finance, retail, and hospitality. A bachelor's degree in business, information systems, or a related field is essential for entry-level positions. A bachelor's degree is the basic requirement for the role of Business Analyst.

Business Analyst 52

Business Analyst Computer Science Finance Data Analysis 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

ProjectPro

JULY 10, 2021

Recommendation Systems for Web Streaming Apps 5. Migration Prediction System 9. Covid-19 Prediction System 12. Practicing the implementation of various time series analysis and forecasting techniques on real-world machine learning datasets is essential to master time series analysis concepts for machine learning.

Project 40

Project Banking Datasets Python 40

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

ProjectPro

NOVEMBER 8, 2021

Computer Vision focuses on replicating the complex working of the human visual system and enabling a machine or computer to identify and process different objects in videos and images, just like a human being. 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

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. It is like comparing Alexa or Siri to new voice-based algorithms powered by large language models.

Machine Learning 59

Machine Learning Hospitality Algorithm Deep Learning 59

AltexSoft

FEBRUARY 21, 2023

This blog post will delve into the challenges, approaches, and algorithms involved in hotel price prediction. Hotel price prediction is the process of using machine learning algorithms to forecast the rates of hotel rooms based on various factors such as date, location, room type, demand, and historical prices. Data relevance.

Hospitality 52

Hospitality Datasets Algorithm Machine Learning 52

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

AltexSoft

MAY 12, 2021

This exposure makes the respiratory system extremely susceptible to a wide range of diseases, from long-familiar asthma to novel COVID-19. Particularly, we’ll present our findings on what it takes to prepare a medical image dataset, which models show best results in medical image recognition , and how to enhance the accuracy of predictions.

Medical 72

Medical Healthcare Datasets Machine Learning 72

AltexSoft

JUNE 26, 2023

Data collection is a methodical practice aimed at acquiring meaningful information to build a consistent and complete dataset for a specific business purpose — such as decision-making, answering research questions, or strategic planning. What is data collection? Data integration , on the other hand, happens later in the data management flow.

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Data Collection Machine Learning Unstructured Data Non-relational Database 52

ProjectPro

FEBRUARY 22, 2022

Data Analysts use SQL to build an inventory management system to help business owners make critical decisions related to inventory planning. Dataset: As an example, you can use this Walmart Dataset on Kaggle. The dataset contains Walmart store sales (Year, Month, Product Category, and Sales) for 2009-2014.

Data Analysis 52

Data Analysis SQL Project Banking 52

Edureka

AUGUST 2, 2023

They are responsible for processing, cleaning, and transforming raw data into a structured and usable format for further analysis or integration into databases or data systems. Data Mining Analyst: To find patterns, correlations, and linkages within huge datasets, data mining analysts employ cutting-edge algorithms and methodologies.

Data Process 52

Data Process Process Data Cleanse Data Mining 52

ProjectPro

FEBRUARY 16, 2023

Whether you’re looking to track objects in a video stream, build a face recognition system, or edit images creatively, OpenCV Python implementation is the go-to choice for the job. A computer-vision-based intelligent traffic management system in such a case would be helpful.

Python 98

Python Process Deep Learning Algorithm 98

AltexSoft

SEPTEMBER 13, 2023

It points out the critical role that data quality plays in the outcomes you get from these algorithms. It’s a strategic discipline that translates human intentions and business needs into actionable responses from generative AI models, ensuring that the system aligns closely with desired outcomes. Familiarity with LLMs.

Engineering 59

Engineering Hospitality Transportation Algorithm 59

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. Most training pipelines and systems are designed to handle fairly small, sub-megapixel images. _slides_specs. items ( ) : with fsspec. read_region ( location = ( spec.

Medical 60

Medical Process Cloud Bytes 60

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).

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Coding Python Process Project 40

U-Next

OCTOBER 27, 2022

Artificial Intelligence (AI) and Machine Learning (ML) algorithms have advanced to the point where they can now analyze enormous datasets and provide much-increased accuracy via self-learning and adapting to new circumstances. Voice-activated payment systems are now available from companies like Venmo and PayPal. AI in Text

Technology 40

Technology Insurance Hospitality Machine Learning 40

ProjectPro

DECEMBER 14, 2021

Companies interested in harnessing data should invest in a business intelligence system. No Storage or Performance Limits: There are no memory or speed constraints when migrating an existing BI system to a robust cloud environment with Power BI integrated, ensuring that data can be fetched and analyzed efficiently.

BI 52

BI Project Business Intelligence Datasets 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

ProjectPro

AUGUST 24, 2021

Explore different types of Data Formats: A data engineer works with various dataset formats like.csv,josn,xlx, etc. They are also often expected to prepare their dataset by web scraping with the help of various APIs. The Yelp dataset, which is used for academic and research purposes, is processed here.

Data Engineering 52

Data Engineering Data Engineer Coding Project 52

AltexSoft

JUNE 9, 2023

Primarily trained on extensive text datasets, they leverage learned patterns to anticipate the next word in a sentence and create contextually appropriate and grammatically sound text. The attention mechanism is the core of transformer systems. The real charm of this system is its ability to comprehend non-specific instructions.

Project 52

Project Java Hospitality Transportation 52

AltexSoft

SEPTEMBER 21, 2023

From those home-made beginnings as Compass, Elasticsearch has matured into one of the leading enterprise search engines, standing among the top 10 most popular database management systems globally according to the Stack Overflow 2023 Developer Survey. But like any technology, it has its share of pros and cons.

Engineering 52

Engineering NoSQL Programming Language Java 52

ProjectPro

MARCH 15, 2016

Table of Contents Hadoop Distributed File System (HDFS) Hadoop MapReduce Hadoop in the Financial Sector Hadoop in Healthcare Sector Hadoop for Telecom Industry Hadoop in Retail Sector Hadoop for Building Recommendation System Studying Hadoop use cases will help to – 1.) Hadoop runs on clusters of commodity servers.

Hadoop 40

Hadoop Retail Healthcare Banking 40

AltexSoft

DECEMBER 15, 2021

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. It boosts the performance of ML specialists relieving them of repetitive tasks and enables even non-experts to experiment with smart algorithms.

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Machine Learning Deep Learning Algorithm Telecommunication 59