Applications of machine learning and artificial intelligence in education / Seda Khadimally, editor.

Format:

Book

Contributor:

Khadimally, Seda, editor.

Language:

English

Subjects (All):

Artificial intelligence--Educational applications.

Artificial intelligence.

Machine learning.

Computer-assisted instruction.

Physical Description:

24 PDFs (271 pages) : illustrations

Place of Publication:

Hershey, PA : IGI Global, [2022]

System Details:

Mode of access: World Wide Web.

Summary:

"Based on the rapidly shifting and evolving paradigms of remote learning, machine learning (MI), deep learning, and artificial intelligence (AI) consistent with the 21st-century learning and teaching contexts, and due to its specific scope, focus, and implications in the fields of MI and AI, this edited book contributes to the MI and AI-based literature-specific in the field of Education"

Contents:

Section 1. Chapter 1. Machine learning and deep learning for applications: a hands-on study with Python ; Chapter 2. Machine learning in computer vision ; Chapter 3. Music therapy-based emotion regulation using convolutional neural network ; Chapter 4. Speech recognition via IPA-based phonetic data coding and analysis: descriptive coding, pattern coding, and phonetic transcription in phenomenological research

Section 2. Chapter 5. Deep learning in instructional analysis, design, development, implementation, and evaluation (ADDIE) ; Chapter 6. Mastery of learning via social networking technology: a comprehensive literature review with a systems approach ; Chapter 7. Prevention is better than cure: use of a dashboard in a university English course ; Chapter 8. Corpus-aided grammar teaching materials development: theoretical considerations and practical teaching activities

Section 3. Chapter 9. Implementing new resources for STEM education: 21st century skills after COVID ; Chapter 10. Executive project management plan for an online course instructor training in higher education: a three-tier change model ; Chapter 11. Problems with online education and possible remedies.

Notes:

Description based on print version record.

Includes bibliographical references and index.

ISBN:

9781799877783

OCLC:

1304417733