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Advanced Analytics and Reporting in Laravel
In the previous chapter, we delved into the captivating realm of advanced UI/UX design patterns for Laravel, mastering the art of creating...
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Advanced Descriptive Analytics
This chapter is focused mainly on advanced descriptive analytics techniques. In this chapter, we will first explain the concept of clustering which...
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Beyond Predictive Learning Analytics Modelling and onto Explainable Artificial Intelligence with Prescriptive Analytics and ChatGPT
A significant body of recent research in the field of Learning Analytics has focused on leveraging machine learning approaches for predicting at-risk...
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Unveiling Marketing Potential: Harnessing Advanced Analytics and Machine Learning for Gold Membership Strategy Optimization in a Superstore
This research paper presents a comprehensive case study conducted in a superstore, introducing a novel gold membership offer and employing...
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The Data Analytics Framework for XDMoD
Open XDMoD is an established, web-based software tool that facilitates monitoring of cyberinfrastructure (CI); including metrics on compute job...
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Big data and predictive analytics: A systematic review of applications
Big data involves processing vast amounts of data using advanced techniques. Its potential is harnessed for predictive analytics, a sophisticated...
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Challenges and Issues in Implementing & Operationalising Big Data Analytics Capabilities in a major Australian Railway Organisation: A Case Study
This study examines the implementation of a Big Data Analytics (BDA) project within a major Australian freight and railway organisation. It also...
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Advanced Data Analytics Using Python With Architectural Patterns, Text and Image Classification, and Optimization Techniques
Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark using...
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Theoretical and practical data science and analytics: challenges and solutions
Big data have become a core technology for providing innovative solutions in numerical applications and services in many fields. Embedded in these...
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Real-Time Analytics: Benefits, Limitations, and Tradeoffs
AbstractReal-time analytics is a relatively new branch of analytics. A common definition of real-time analytics is that it consists in analyzing data...
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Big Data Analytics
This chapter introduces the dynamic domain of big data analytics, illuminating its multifaceted aspects and profound significance. It commences by...
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Cybersecurity Data Science: Toward Advanced Analytics, Knowledge, and Rule Discovery for Explainable AI Modeling
In a computing context, cybersecurity technology and operations are constantly changing, and data science is driving the change. Building a...
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Pandemic Analytics: How Countries are Leveraging Big Data Analytics and Artificial Intelligence to Fight COVID-19?
Emergence of coronavirus in December 2019 and its spread across the world in the following months has made it a global health concern. The...
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Transfer learning: a cross domain LSTM way towards sustainable power predictive analytics
The most prevalent sustainable power generating resource that is reliable and widely installed for household or smaller localities is solar panels....
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A Recommender Approach to Enable Effective and Efficient Self-Service Analytics in Data Lakes
As a result of the paradigm shift away from rather rigid data warehouses to general-purpose data lakes, fully flexible self-service analytics is made...
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A survey of urban visual analytics: Advances and future directions
Develo** effective visual analytics systems demands care in characterization of domain problems and integration of visualization techniques and...
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Integration of artificial intelligence performance prediction and learning analytics to improve student learning in online engineering course
As a cutting-edge field of artificial intelligence in education (AIEd) that depends on advanced computing technologies, AI performance prediction...
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Twenty-five years of real-time surveillance video analytics: a bibliometric review
This study aims to examine, ascertain, and measure the extent of research conducted on real-time surveillance video analytics (RTSVA) and uncover the...
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NO2 Data Analytics and Visualization Service: Improving Air Quality Insights in Armenia and Belarus
AbstractOver time, the population and anthropogenic activities increase, adversely affecting our atmosphere. In particular, an increase in air...
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The Evolution of Analytics
At the May 2023 Microsoft Build event, Microsoft introduced the public preview of Fabric, an end-to-end unified analytics system based on a...