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Length of Stay in Hospital: How to Predict the Duration of Inpatient Treatment

AltexSoft

How many days will a particular person spend in a hospital? This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. In the US, the duration of hospitalization changed from an average of 20.5 The average length of hospital stay across countries.

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Occupancy Rate Prediction: Building an ML Module to Analyze One of the Main Hospitality KPIs

AltexSoft

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.

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Average Daily Rate: The Role of ADR in Hospitality Revenue Management and Strategies to Improve This KPI

AltexSoft

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?

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Hotel Price Prediction: Hands-On Experience of ADR Forecasting

AltexSoft

Check out our video on how revenue management works in hospitality. The complexity of the hospitality market. For machine learning algorithms to predict prices accurately, people who do the data preparation must consider these factors and gather all this information to train the model. Data relevance.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

And if you are aspiring to become a data engineer, you must focus on these skills and practice at least one project around each of them to stand out from other candidates. Explore different types of Data Formats: A data engineer works with various dataset formats like.csv,josn,xlx, etc.

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Big Data Analytics: How It Works, Tools, and Real-Life Applications

AltexSoft

As you now know the key characteristics, it gets clear that not all data can be referred to as Big Data. What is Big Data analytics? 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.

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10 Best Big Data Books in 2024 [Beginners and Advanced]

Knowledge Hut

Key Benefits and Takeaways Learn the basics of big data with Spark. Learn about the fundamental APIs of Spark: DataFrames, SQL, and Datasets using practical examples Explore Spark's low-level APIs, RDDs, and SQL and DataFrame execution. Learn how big data transform banking, law, hospitality, fashion, and science.