Knowledge Hut

MAY 2, 2024

It achieves this using abstraction layer called RDD (Resilient Distributed Datasets) in combination with DAG, which is built to handle failures of tasks or even node failures. Apache Spark has a framework for both i.e. Spark Streaming to handle Streaming using micro batches and DStreams and Structured Streaming using Datasets and Data frames.

Scala 52

Scala Hospitality Healthcare Retail 52

Knowledge Hut

JANUARY 11, 2024

In this discussion, I will present some case studies to you that contain detailed and systematic data analysis of people, objects, or entities focusing on multiple factors present in the dataset. Examples of Data Science Case Studies Hospitality: Airbnb focuses on growth by analyzing customer voice using data science.

Data Science 98

Data Science Transportation Hospitality Banking 98

Knowledge Hut

APRIL 23, 2024

They realized that compiling this data and converting it into information would take over 10 years without an efficient system. Gradually, data storage and processing systems evolved, and today, we see it in one of its most advanced forms, the cloud. These systems hamper data handling to a great extent because errors usually persist.

Big Data 52

Big Data Amazon Web Services Media Cloud Computing 52

AltexSoft

FEBRUARY 21, 2023

Check out our video on how revenue management works in hospitality. The complexity of the hospitality market. Including irrelevant data in the training dataset can make the model overly complex, as it tries to learn patterns that don’t actually fit the task. Hospitality data providers. Data relevance. Hotel software.

Hospitality 52

Hospitality Datasets Algorithm Machine Learning 52

RandomTrees

DECEMBER 20, 2023

To replicate human cognition, AI uses a system named deep neural network. The training process gets improved by uploading a relevant subset of raw data when uploaded to the cloud. A federated learning system updates AI training locally on the edge device.

IT 52

IT Hospitality Healthcare Deep Learning 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. Main types of recommender systems.

Hospitality 52

Hospitality Machine Learning Data Governance BI 52

Knowledge Hut

OCTOBER 29, 2023

Build Cardiovascular disease early detection system As the name suggests, this project is a simple one to get started with Azure Cognitive Services. Refer to the architecture diagram below: For the scope of this project, we will consider a simple dataset and use the Azure Anomaly Detector API to detect any outliers present in it.

Project 52

Project Hospitality Food Datasets 52

Tweag

APRIL 19, 2023

Most training pipelines and systems are designed to handle fairly small, sub-megapixel images. In this blog post, I will explain the underlying technical challenges and share the solution that we helped implement at kaiko.ai , a MedTech startup in Amsterdam that is building a Data Platform to support AI research in hospitals.

Medical 60

Medical Process Cloud Bytes 60

Knowledge Hut

OCTOBER 26, 2023

Data sources you can refer to: Walmart sales forecasting:  the dataset available from the “ Walmart store sales forecasting” project that was available on Kaggle. It includes the UCI machine learning repository and dataset. It contains weekly sales data for more than 40+ stores and 99 departments over a 3 - year period.

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

Knowledge Hut

AUGUST 1, 2023

Machine learning algorithms can analyze large volumes of medical data generated by IoMT devices, such as wearable sensors, remote monitoring devices, and medical imaging systems. Data-Driven Insights and Research: Machine learning algorithms can analyze large healthcare datasets to generate valuable insights for medical research.

Machine Learning 52

Machine Learning Medical Healthcare Hospitality 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. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making.

Machine Learning 59

Machine Learning Hospitality Algorithm Deep Learning 59

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.

Data Collection 52

Data Collection Machine Learning Unstructured Data Non-relational Database 52

DareData

MARCH 30, 2022

This is a Geographic Coordinate System and defines the location on earth’s surface (Calculations are done in angular units). Most projects don't require working with a Geographic Coordinate System, and it is a lot easier to work with a Projected Coordinate System which draws data on a flat surface, and locations are defined in meters.

Process 52

Process IT Hospitality Data 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. NLP-powered systems can derive meaning from what’s said or written, with all the complexities and nuances of natural narrative text. Nuance, acquired for $19.7

Medical 52

Medical Healthcare Process Hospitality 52

ProjectPro

OCTOBER 25, 2021

Researchers in the University College Hospital, London, are developing algorithms using Google’s DeepMind Heath to differentiate between healthy cells and cancerous cells to ensure more targeted radiation treatment for cancerous cells. It is crucial when electronic health records (EHRs) have to be shared for any research purposes.

Healthcare 52

Healthcare Machine Learning Project Medical 52

ProjectPro

DECEMBER 10, 2021

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. An analysis of their dataset will also reveal how they use data science tools and techniques to estimate their daily sales and maximise their profit. to estimate the costs.

Business Intelligence 52

Business Intelligence Coding Project BI 52

Knowledge Hut

DECEMBER 26, 2023

Due to its vastness and complexity, no traditional data management system can adequately store or process this data. The estimate states that Facebook's systems receive more than 500 terabytes of fresh data daily. Learn how big data transform banking, law, hospitality, fashion, and science.

Big Data 75

Big Data Data Mining Business Intelligence Machine Learning 75

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

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. This research could help businesses to reduce the amount of spam that they receive in their cloud-based email systems.

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."

Data Science 98

Data Science Data Mining Deep Learning Programming Language 98

AltexSoft

SEPTEMBER 13, 2023

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. However, the concept could theoretically be applied to other generative models, like text-based or code-based models, if the system allows it.

Engineering 59

Engineering Hospitality Transportation Algorithm 59

AltexSoft

MAY 14, 2021

Big Data analytics is the process of finding patterns, trends, and relationships in massive datasets that can’t be discovered with traditional data management techniques and tools. If anything goes wrong, the entire system fails, not just a part of it. What is Big Data analytics? Let’s take a closer look at these procedures.

Big Data 78

Big Data Data Analytics IT NoSQL 78

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

Knowledge Hut

NOVEMBER 16, 2023

It's no surprise that Generative AI has been revolutionizing our world in 2023 so far, where clever systems are changing the game. These skills demonstrate the immense scope of Generative AI tools and systems in a wide variety of industries, such as entertainment, healthcare, finance, and several others.

Medical 52

Medical Healthcare Hospitality Entertainment 52

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

Edureka

MAY 9, 2023

They were using multiple systems to manage their data, which resulted in inconsistent and incomplete data. Step 4- Fill the workspace details with the Account name and File system name. Step 12- Now we will upload the dataset to the edurekastore (storage account) and upload it in the blob.

BI 52

BI Retail Datasets Machine Learning 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

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

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

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

ProjectPro

AUGUST 28, 2021

Each project explores new machine learning algorithms, datasets, and business problems. The dataset contains three weeks of activity data on each driver like login time, number of hours active each day, date, and driver details like driver gender, age, id, number of kids, etc. All the activities were tracked and video recorded.

Portfolio 52

Portfolio Project Datasets Algorithm 52

ProjectPro

OCTOBER 14, 2021

The publicly available Kaggle dataset of the Tesla Stock Data from 2010 to 2020 can be used to implement this project. Maybe you could even consider gathering more data from the source of the Tesla Stock dataset. You could undertake this exercise using the publicly available Cervical Cancer Risk Classification Dataset.

Machine Learning 52

Machine Learning Project Insurance Medical 52

Knowledge Hut

MARCH 29, 2024

From massive datasets to complex tasks, quickly accessing and organizing information is key. Consider a hospital emergency room with a long line of patients. Operating System Process Scheduling: Binary heaps are frequently utilized in operating systems' scheduling strategies.

Algorithm 52

Algorithm Utilities Hospitality Software Engineer 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. 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

ProjectPro

AUGUST 2, 2021

You can try to replicate the results by using this Kaggle dataset ImageProcessing. You can use this dataset: Tamil Neural Style Transfer Dataset for this image processing project.) The prevalence of OCR systems is only rising as the world becomes increasingly digitized. cat, dog, and panda classifier dataset.

Coding 40

Coding Python Process Project 40

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

AltexSoft

DECEMBER 15, 2021

The University of Pittsburgh Medical Center, or UPMC for short, sprawls across 40 hospitals and provides services in various specialty areas, including living donor liver transplants (LDLT.) Let’s explore the stages where current AutoML systems already show or at least promise the best results. Data preprocessing.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59