This comprehensive volume investigates the untapped potential of machine learning in educational settings. It examines the profound impact machine learning can have on reshaping educational research. Each chapter delves into specific applications...Loe edasi...
(Ilmumisaeg: 29-Dec-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031605703)
The purpose of this book is to offer new vision on the role of theory in empirical research within the field of learning analytics. It serves as a reference book for new and established researchers seeking to engage in the green fields space of le...Loe edasi...
Kiran Sood, Prateek Kalia, Simon Grima, Aryan Chaudhary
(Ilmumisaeg: 01-Nov-2024, Hardback, Kirjastus: Apple Academic Press Inc., ISBN-13: 9781774915943)
Discusses digital analytics as a new trend using new technologies to measure, collect, analyze, and report on data about learners and their contexts to understand and optimize learning and learning environments. Digital analytics is...Loe edasi...
This book provides a conceptual introduction to regression and machine learning and its applications in education research. The book discusses its diverse applications, including its role in predicting future events based on the current data or expl...Loe edasi...
This book provides a conceptual introduction to regression analysis and machine learning and their applications in education research. It discusses their diverse applications, including its role in predicting future events based on the current dat...Loe edasi...
DDDM (Data-driven decision making) and problem-solving within classrooms and schools is integral to action research in order to meet the instructional, behavioral, and social emotional needs of students with diverse learning needs; however,...Loe edasi...
DDDM (Data-driven decision making) and problem-solving within classrooms and schools is integral to action research in order to meet the instructional, behavioral, and social emotional needs of students with diverse learning needs; however,...Loe edasi...
(Ilmumisaeg: 23-Apr-2024, Paperback / softback, Kirjastus: MIT Press, ISBN-13: 9780262547529)
A critique of how data is used in educational settings, and a demonstration of how data can play a more just role in research and practice when approached through a broader spectrum of anonymity-- A speculative framework that imagines ho...Loe edasi...
This book is about practicable learning analytics, that is able to become a successful part of practice, ultimately leading to improved learning and teaching. The aim of the book is to shift our perspective on learning analytics creation and i...Loe edasi...
Offers a solution to the challenges presented by learning analytics in K-12 education. This comprehensive book brings together a diverse group of academic scholars, leveraging their expertise to explore and present practical perspectives on classroo...Loe edasi...
In the constantly changing world of education, technology has become an indispensable tool, revolutionizing teaching, and learning practices worldwide. However, the widespread adoption of technology, especially in response to the global spread of Co...Loe edasi...
By presenting best practices, insights, and future directions, this book empowers readers to use data-informed decisions to optimize learning environments, personalize teaching approaches, and drive student success through learning analytics. This b...Loe edasi...
This book empowers professionals and researchers to leverage learning analytics effectively, enabling datainformed decision-making, improved teaching practices, and tailored educational programs. By presenting best practices and future directions, i...Loe edasi...
Introducing the reader to grounded methodology and its ethical approach, this book explores the theory behind the method as well as how to use it to develop and evaluate learning and education projects. Introducing the reader to gr...Loe edasi...
Data Analytics and Adaptive Learning offers new insights into the use of emerging data analysis and adaptive techniques in multiple learning settings. In recent years, both analytics and adaptive learning have helped educators become more responsive...Loe edasi...
Data Analytics and Adaptive Learning offers new insights into the use of emerging data analysis and adaptive techniques in multiple learning settings. In recent years, both analytics and adaptive learning have helped educators become more...Loe edasi...
Sari: Advances in Analytics for Learning and Teaching
(Ilmumisaeg: 31-Mar-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031276453)
This book is about practicable learning analytics, that is able to become a successful part of practice, ultimately leading to improved learning and teaching. The aim of the book is to shift our perspective on learning analytics creation and i...Loe edasi...
The purpose of this book is to provide college and university leaders with a resource to help cultivate, implement, and sustain a culture of evidence through the adoption and use of data and analytics-- What does a culture of evidence...Loe edasi...
