Driving Quality Education Through Ai And Data Science
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Driving Quality Education Through Ai And Data Science
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Author : Murugan, Thangavel
language : en
Publisher: IGI Global
Release Date : 2025-02-13
Driving Quality Education Through Ai And Data Science written by Murugan, Thangavel and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-13 with Computers categories.
Artificial intelligence (AI) and data science have the potential to address the challenges the education field faces. By integrating AI into the educational system, such as through personalized learning experiences to intelligent tutoring systems, AI can help tailor educational content to individual students' needs, improving engagement and outcomes. Data science can be used to analyze educational data, uncover insights, and inform decision-making. The result is that teachers may be given the tools and knowledge they need to excel in the classroom. This shift not only improves educational outcomes but also prepares students for a data-driven future. Driving Quality Education Through AI and Data Science explores how advancements in AI and data science can be utilized to enhance the quality of education. It provides insights, strategies, and best practices for leveraging AI and data science technologies to enhance teaching and learning. Covering topics such as data-driven decisions, at-risk students, and student performance prediction, this book is an excellent resource for educators, policymakers, professionals, researchers, scholars, academicians, and more.
Encyclopedia Of Data Science And Machine Learning
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Author : Wang, John
language : en
Publisher: IGI Global
Release Date : 2023-01-20
Encyclopedia Of Data Science And Machine Learning written by Wang, John and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-20 with Computers categories.
Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of data science, machine learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of big data and machine learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.
Implementing Ai Tools For Language Teaching And Learning
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Author : Pham, Vu Phi Ho
language : en
Publisher: IGI Global
Release Date : 2025-04-30
Implementing Ai Tools For Language Teaching And Learning written by Pham, Vu Phi Ho and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-30 with Education categories.
The implementation of artificial intelligence (AI) tools has revolutionized language education. For teachers and students, it provides more options for personalized learning that can be utilized inside or outside of the classroom with real-time feedback. While AI has been pivotal in making language education accessible for students, including those in special education, it has its drawbacks in terms of algorithm bias, decreased human interaction, and security concerns. This calls for responsible use of AI in language education and further professional development for teachers to enhance their experience of language learning. Implementing AI Tools for Language Teaching and Learning explores the advancement of digital technology in language education and the implications it has for the future of learning. It covers various AI-driven applications for language acquisition and translation as well as the impact they may have on students’ cognitive abilities and performance. Covering topics such as essay writing skills, long-short term memory (LSTM) models, and handwritten text recognition, this book is an excellent resource for language educators, policymakers, professionals, researchers, academicians, and more.
Application Of Ai In The Teaching And Learning Of English As A Foreign Language Efl
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Author : Baba Khouya, Youssef
language : en
Publisher: IGI Global
Release Date : 2025-05-28
Application Of Ai In The Teaching And Learning Of English As A Foreign Language Efl written by Baba Khouya, Youssef and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-28 with Education categories.
The application of artificial intelligence (AI) in the teaching and learning of English as a Foreign Language (EFL) transforms traditional educational practices by offering more personalized, efficient, and interactive learning experiences. AI-powered tools enable learners to receive instant feedback, engage in conversational practice, and tailor content to individual learning styles. AI facilitates adaptive learning platforms that analyze students’ progress and adjust difficulty and content type. For educators, AI can assist in automating administrative tasks, assessing student performance, and identifying areas for learner support. Further research may enable more data-informed and responsive teaching strategies in EFL contexts. Application of AI in the Teaching and Learning of English as a Foreign Language (EFL) explores the application of AI in the teaching and learning of EFL. Through an applied linguistics lens, this publication examines how AI technologies transform traditional EFL methodologies, addressing the potential of AI to personalize learning, optimize language assessment, and facilitate language acquisition, while also tackling challenges, ethical considerations, and the need for interdisciplinary collaboration. This book covers topics such as ethics and law, lexicology, and gamification, and is a useful resource for educators, linguists and language experts, computer engineers, academicians, researchers, and scientists.
Innovations In Next Generation Energy Storage Solutions
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Author : Mhadhbi, Mohsen
language : en
Publisher: IGI Global
Release Date : 2025-05-13
Innovations In Next Generation Energy Storage Solutions written by Mhadhbi, Mohsen and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-13 with Technology & Engineering categories.
Global energy demand continuously increases due to population growth and economic development. This rise creates a pressing need to explore new materials for energy harvesting and storage. New findings have been found related to synthesis, fabrication, structure, properties, performance, and technological application. Further exploration into these advancements may inform strategies and policies regarding energy harvesting, energy storage materials, and devices. Innovations in Next-Generation Energy Storage Solutions covers recent advances and trends related to the materials for energy harvesting and storage, bringing together researchers from across physics, materials science, engineering, chemistry, and related fields. Covering topics such as solar cells, hybrid energy, and electrochemical processes, this book is an excellent resource for material scientists, engineers, energy activists, professionals, researchers, scholars, academicians, and more.
Sustainable Approaches In Spatial Design
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Author : Geçimli, Meryem
language : en
Publisher: IGI Global
Release Date : 2025-06-20
Sustainable Approaches In Spatial Design written by Geçimli, Meryem and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-20 with Architecture categories.
Sustainability attracts the attention of spatial design disciplines and other academics. The spatial design and structural activities of sustainability have three main sections, which are ecological, economic, and socio-cultural sustainability. These sections take into account factors such as the life cycle of people and materials, the influence of different lifestyles, and energy consumption. The insights from sustainability have important implications for housing models that balance flexibility, sustainability, and cultural relevance. Sustainable Approaches in Spatial Design explores the shifting changes in the dynamics of and environmental concerns surrounding the rapid increase in urbanization. It highlights the need for mindful consumption in diverse geographical and socio-economic settings to support global sustainability. Covering topics such as cost-effective sampling, greenhouse gas (GHG), and daylight calculation methods, this book is an excellent resource for architects, urban planners, policymakers, sustainability experts, engineers, economists, sociologists, professionals, researchers, scholars, academicians, and more.
Artificial Intelligence In Society
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Author : OECD
language : en
Publisher: OECD Publishing
Release Date : 2019-06-11
Artificial Intelligence In Society written by OECD and has been published by OECD Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-11 with categories.
The artificial intelligence (AI) landscape has evolved significantly from 1950 when Alan Turing first posed the question of whether machines can think. Today, AI is transforming societies and economies. It promises to generate productivity gains, improve well-being and help address global challenges, such as climate change, resource scarcity and health crises.
Oecd Digital Education Outlook 2021 Pushing The Frontiers With Artificial Intelligence Blockchain And Robots
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Author : OECD
language : en
Publisher: OECD Publishing
Release Date : 2021-06-08
Oecd Digital Education Outlook 2021 Pushing The Frontiers With Artificial Intelligence Blockchain And Robots written by OECD and has been published by OECD Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-08 with categories.
How might digital technology and notably smart technologies based on artificial intelligence (AI), learning analytics, robotics, and others transform education? This book explores such question. It focuses on how smart technologies currently change education in the classroom and the management of educational organisations and systems.
Big Data Analytics For Cyber Physical Systems
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Author : Guido Dartmann
language : en
Publisher: Elsevier
Release Date : 2019-07-15
Big Data Analytics For Cyber Physical Systems written by Guido Dartmann and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-15 with Law categories.
Big Data Analytics in Cyber-Physical Systems: Machine Learning for the Internet of Things examines sensor signal processing, IoT gateways, optimization and decision-making, intelligent mobility, and implementation of machine learning algorithms in embedded systems. This book focuses on the interaction between IoT technology and the mathematical tools used to evaluate the extracted data of those systems. Each chapter provides the reader with a broad list of data analytics and machine learning methods for multiple IoT applications. Additionally, this volume addresses the educational transfer needed to incorporate these technologies into our society by examining new platforms for IoT in schools, new courses and concepts for universities and adult education on IoT and data science. - Bridges the gap between IoT, CPS, and mathematical modelling - Features numerous use cases that discuss how concepts are applied in different domains and applications - Provides "best practices", "winning stories" and "real-world examples" to complement innovation - Includes highlights of mathematical foundations of signal processing and machine learning in CPS and IoT
Advancing Social Equity Through Accessible Green Innovation
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Author : William, P.
language : en
Publisher: IGI Global
Release Date : 2025-02-13
Advancing Social Equity Through Accessible Green Innovation written by William, P. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-13 with Technology & Engineering categories.
As the world faces pressing challenges like climate change, resource depletion, and social inequality, green innovation offers solutions to drive positive change for marginalized communities. By creating sustainable technologies, practices, and policies that are affordable and accessible to all, organizations can bridge the gap between environmental progress and social equity. These innovations reduce environmental footprints while providing economic opportunities, improving health outcomes, and enhancing the quality of life for underserved populations. Ensuring these benefits reach everyone, regardless of socio-economic status, will build a more inclusive and sustainable future. Advancing Social Equity Through Accessible Green Innovation explores the latest advancements and methodologies that promote sustainable development. It examines the role of technological advancements such as AI, IoT, and blockchain in driving sustainability initiatives, with emphasis on actionable strategies and practices. This book covers topics such as environmental science, green management, and supply chains, and is a useful resource for business owners, policymakers, government officials, engineers, data scientists, academicians, and researchers.