AI and Data Science: Transforming the Education Landscape

Title

AI and Data Science: Transforming the Education Landscape

Creator

Ghosh, Oindrilla; Kumar, Binod

Description

Artificial Intelligence (AI) and Data Science are revolutionizing the education landscape by providing innovative solutions for personalized learning, assessment, and administration. AI algorithms analyze vast amounts of educational data to identify student learning patterns, enabling tailored learning experiences that cater to individual needs. With predictive analytics, educators can identify at-risk students early, allowing for timely intervention and support. Moreover, AI-powered tools help streamline administrative tasks, freeing up teachers to focus more on instruction and less on paperwork. Data science also enables institutions to assess curricular effectiveness, ensuring continuous improvement of programs. As AI technologies evolve, they hold the potential to create a more engaging, adaptive, and efficient learning environment for all students, regardless of their backgrounds. 2026, IGI Global Scientific Publishing. All rights reserved.

Source

Transforming Education With Data Science in the AI Era;pp.1-26

Date

01-01-2025

Publisher

IGI Global

Coverage

Ghosh O., Christ University, India; Kumar B., Radha Govind University, India

Rights

Restricted Access; Hardcopy may be available in the library

Relation

ISBN: 979-833732187-5; 979-833732185-1;

Format

online

Language

English

Type

Book chapter

Identifier

https://doi.org/10.4018/979-8-3373-2185-1.ch001

https://www.scopus.com/pages/publications/105021204967?origin=resultslist