Title: Leveraging Python in AI and Machine Learning: A Survey of Techniques and Educational Approaches in Software Engineering
Authors: Michael Müller
Volume: 9
Issue: 1
Pages: 55-58
Publication Date: 2025/01/28
Abstract:
This study examines the pivotal role of Python in the development and application of artificial intelligence (AI) and machine learning (ML). Python's versatility and simplicity have made it the language of choice for both industry professionals and educators. This paper highlights the technical frameworks-like Scikit-learn, TensorFlow, and PyTorch-that facilitate AI development, while exploring Python's impact on educational paradigms. Emphasis is placed on the integration of prompt engineering within educational contexts, particularly in teaching computational thinking and coding skills. Finally, this paper investigates Python's expanding role in AI-driven learning environments, offering recommendations for future integration.