This paper presents a machine learning-based API framework for adaptive programming learning. The system evaluates learner performance using source code metrics (e.g., Lines of Code, Cyclomatic ...

Abstract: This is a Python-based music suggestion system that utilizes machine learning algorithms combined with the Spotify API for aiding in song selection. It takes data inputs based on a list of ...