Innovations in Introductory Programming Education: The Role of AI with Google Colab and Gemini


Abstract:

This study explores the impact of artificial intelligence on the teaching of programming, focusing on the GenAI Gemini tool in Google Colab. It evaluates how this technology influences the comprehension of fundamental concepts, teaching processes, and effective teaching practices. In this research, students’ motivation, interest, and satisfaction are determined, as well as the fulfillment and surpassing of their learning expectations. With a quantitative approach and a quasi-experimental design, an investigation was carried out in seven programming groups in a polytechnic university in Guayaquil, Ecuador. The results reveal that the use of GenAI significantly increases interest in programming, with 91% of the respondents expressing increased enthusiasm. In addition, 90% feel that the integration of GenAI meets their expectations, and 91% feel that it has exceeded those expectations in terms of educational support. This study evidences the value of integrating advanced technologies into education, suggesting that GenAI can transform the teaching of programming. However, successful implementation depends on timely training of educators, ethics training for students, ongoing interest in the technology, and a curriculum design that maximizes the capabilities of GenAI.

Año de publicación:

2024

Keywords:

  • higher education
  • AI ethics
  • GOOGLE COLAB
  • AI in education
  • AI-assisted learning
  • Gemini
  • generative AI
  • Google Colab

Fuente:

scopusscopus
googlegoogle
orcidorcid

Tipo de documento:

Article

Estado:

Acceso abierto

Áreas de conocimiento:

  • Tecnología educativa
  • Ciencias de la computación

Áreas temáticas de Dewey:

  • Programación informática, programas, datos, seguridad
  • Educación
  • Métodos informáticos especiales
Procesado con IAProcesado con IA

Objetivos de Desarrollo Sostenible:

  • ODS 4: Educación de calidad
  • ODS 17: Alianzas para lograr los objetivos
  • ODS 9: Industria, innovación e infraestructura
Procesado con IAProcesado con IA