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Abstract: Student retention in introductory programming courses remains a persistent challenge in higher education, with high failure and dropout rates impacting both learners and institutions. This ...

The words used are very similar to natural language, in particular English. For example, Python uses 'print', ‘if’, 'input' and 'while' statements. They need a translator to be converted into machine ...