ChatGPT-4 in Python Education: A Comparative Analysis
This master thesis investigates the impact of Generative AI and Large Language Models like ChatGPT-4 on Python programming education. The study aims to understand how these advanced technologies might enhance traditional teaching methods. At the heart of this research is a critical comparison between the innovative ChatGPT-4 model and traditional learning methods. The thesis seeks to evaluate how effectively ChatGPT-4 can teach Python, a widely used programming language known for its simplicity and power. It will examine various aspects of learning, such as students' understanding, engagement, and trust in the AI model compared to traditional approaches.
Cenaj, Egzon, 2024
Type of Thesis Master Thesis
Client
Supervisor Telesko, Rainer
Views: 14 - Downloads: 8
The research is structured around key areas: the motivation for using AI in education, its challenges, and a look at ChatGPT-4's potential in a classroom setting. The study will also consider the dynamic nature of AI technology, setting clear boundaries to focus the research and acknowledging students' diverse backgrounds and biases that might affect the findings.
The methodology combines objective performance measurements with subjective experiences to provide a well-rounded view of ChatGPT-4's effectiveness as a teaching tool. The goal is to provide useful perspectives on incorporating AI into teaching methods and to facilitate a better-informed application of technology in educational settings.
The results indicate that students using ChatGPT-4 demonstrated slightly higher average test scores compared to those using traditional methods, although the differences were not statistically significant. Additionally, ChatGPT-4 users reported higher engagement and satisfaction levels, appreciating the AI's ability to provide instant, personalized feedback. However, students still valued human interaction for complex problem-solving and deeper conceptual understanding. Concerns regarding data privacy and the ethical use of AI were also highlighted, necessitating stringent controls and transparency.
The goal of this research is to provide useful perspectives on incorporating AI into teaching methods and to facilitate a better-informed application of technology in educational settings. The study concludes that while ChatGPT-4 shows promise in enhancing Python programming education, it is best used as a supplementary tool alongside traditional methods. Future research should focus on larger sample sizes and explore the long-term impacts of AI in education.
Studyprogram: Business Information Systems (Master)
Keywords
Confidentiality: öffentlich