|
|
|
books
| book details |
Learning Analytics: Shaping the Future of Education with Data Science
Edited by Mohd Anas Wajid, Edited by Claudia Camacho-Zuñiga
|
|
This book is currently unavailable. Enquire to check if we can source a used copy
|
| book description |
This book explores how data science, which involves preparing, analyzing, visualizing, and interpreting data, can revolutionize the field of education. The authors delve into how schools and universities can analyze data to improve teaching methods, enhance student learning, and design effective evaluations. Learning Analytics: Shaping the Future of Education with Data Science examines how machine learning algorithms can analyze individual student performance data to tailor personalized adaptive learning paths, ensuring the best educational experience. Through real-world examples, this book discusses how valuable insights and opportunities can be gained through the application of data science in educational environments. The authors discuss the application of natural language processing (NLP) to analyze educational content, providing insights into language usage, comprehension levels, and improving the effectiveness of instructional materials and examines computer vision in classroom dynamics to measure student engagement. The book also exposes the reader to the crucial role of cybersecurity in safeguarding sensitive student and institutional information, ensuring a secure learning environment, and protecting against cyber threats. It also addresses the ethical considerations and privacy concerns associated with collecting, analyzing, and making decisions from educational data. Finally, it emphasizes the importance of responsible practices to protect the rights and well-being of students and educators. The book is intended for engineers from computer science, government policy makers, institutions, and educational stakeholders. It shows how computer science, statistics, and data can personalize learning, improve educational tools, enhance classroom dynamics, secure academic records with blockchain, and ensure online safety.
| product details |
Normally shipped |
Publisher | Taylor & Francis Ltd
Published date | 29 Apr 2026
Language |
Format | Digital (delivered electronically)
Pages | 304
Dimensions | 0 x 0 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-1-0408-8213-9
Readership Age |
BISAC | education / computers & technology
| other options |
|
|
|
To view the items in your trolley please sign in.
| sign in |
|
|
|
| specials |
|
|
Carlo Rovelli
Paperback / softback
208 pages
was: R 295.95
now: R 265.95
|
|
|
|
Carlo Rovelli
Paperback / softback
224 pages
was: R 295.95
now: R 265.95
|
Originally published in Italian: L'ordine del tempo (Milan: Adelphi Edizioni, 2017).
|
|
|
|
