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Data-driven Python task-based teaching

Published • Aug 14, 2026
NobleIDNI7P473W135R715S425
Authors:
Lixia Zhang
,
Jingsheng Zhang
,
Zhicheng Yang

Abstract

This paper presents a technical framework for data-driven adaptive Python task-based teaching, targeting the core challenge of optimizing programming instruction for diverse undergraduate learners. The proposed system collects and processes multi-dimensional behavioral data, such as code snapshots, ...

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