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新工科背景下高校机器学习课程教学改革探索

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在新工科背景下,为适应人工智能迅猛发展的浪潮,高校机器学习课程的教学模式亟需创新和改革.立足于机器学习课程教学现状展开研究,提出了丰富课堂形式、结合实例开展理论教学、调整考核方法、构建线上线下混合式教学模式的措施.教学改革成效表明,这种新型的教学模式,有助于激发学生的学习兴趣,调动学生的学习主动性,切实提升学生的实践创新能力,为培养适应新技术发展需要的新工科复合型人才提供了新思路.
Exploration on the Teaching Reform of Machine Learning Course in Universities under the Background of New Engineering
Under the background of new engineering,in order to adapt to the rapid development of artificial intelligence,the teaching model of machine learning course in universities needs to be innovated and reformed.Based on the current teaching situation of machine learning course,It puts forward some measures to enrich classroom forms,carry out theoretical teaching with examples,adjust assessment methods,and build a mixed teaching mode of online and offline.The results of teaching reform show that this new teaching mode is helpful to stimulate students'learning interest,mobilize students'learning initiative,effectively improve students'practical innovation ability,and provide new ideas for training new engineering composite talents to meet the needs of new technology development.

new engineeringmachine learningteaching reform

王慧

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贵阳信息科技学院智能工程学院,贵州贵阳 550025

新工科 机器学习 教学改革

2025

模具制造
深圳市生产力促进中心

模具制造

影响因子:0.182
ISSN:1671-3508
年,卷(期):2025.25(2)