# Enhancing educational efficiency: Generative AI chatbots and DevOps in Education 4.0

> Research article (Computer Applications in Engineering Education, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4403847828](https://www.wikidata.org/wiki/openalex:W4403847828)  
**Source**: https://4ort.xyz/entity/enhancing-educational-efficiency-generative-ai-chatbots-and-devops-in-education-4-0