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面向任职教育的“数据挖掘与机器学习”课程教学研究 被引量:10

Exploration of Teaching Data Mining and Machine Learning for Military On-Post Training
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摘要 随着军队信息化、智能化建设的深入,人工智能技术逐渐渗透到军队武器装备保障、指挥作战、情报分析等各个方面。本文所要探讨的"数据挖掘与机器学习"课程属于军队初级指挥军官的任职培训课程。本课程针对参与培训人员专业多样,学习基础参差不齐等问题,设计了有针对性的教学内容和教学手段,实践结果表明了教学设计的有效性。 With the ongoing construction of informationized and intelligentized army,artificial intelligence technology has gradually penetrated into the military equipment support,command operations,intelligence analysis and other posts.The course of Data Mining and Machine Learning discussed in this paper is aimed at on-post training for military junior commanding officers in artificial intelligence positions.Due to the diversity of the major and the uneven learning foundation,the course designed teaching content and teaching methods accordingly.The practical results show the effectiveness of the teaching design.
作者 李莎莎 刘丹 唐晋韬 LI Sha-sha;LIU Dan;TANG Jin-tao(College of Computer Science,National University of Defense Technology,Changsha 410073,China)
出处 《高等教育研究学报》 2019年第1期108-113,共6页 Journal of Higher Education Research
关键词 任职教育 数据挖掘与机器学习 课程 On-post training data mining and machine learning course
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参考文献1

  • 1张良均著..Python与数据挖掘[M].北京:机械工业出版社,2016:175.

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