高职院校“TensorFlow应用基础”课程建设与实践  

Establishment and Practice on TensorFlow Application Foundation Course of Higher Vocational Colleges

作　　者：赵晓峰[1] ZHAO Xiaofeng(Institute of Internet of Things Technology,Wuxi Vocational Institute of Commerce,Wuxi 214153,China)

机构地区：[1]无锡商业职业技术学院物联网技术学院,江苏无锡214153

出　　处：《广东轻工职业技术学院学报》2021年第3期66-69,75,共5页Journal of Guangdong Industry Polytechnic

基　　金：无锡商业职业技术学院校级科研项目(KJXJ19403)。

摘　　要：随着人工智能技术的发展,高职院校在计算机类专业开设人工智能的相关课程成为趋势,大部分院校都开设了“TensorFlow应用基础”课程。目前,该课程内容设置和教学方法等方面,还存在一些问题和困难。探讨了“TensorFlow应用基础”课程的定位,围绕TensorFlow的高阶API-Keras设计课程内容,通过项目化教学方法,结合线上线下教学模式实施课程教学,提升课程的教学效果。With the development of artificial intelligence technology,it has become a trend for higher vocational colleges to offer courses related to artificial intelligence applications in computer majors.Most colleges and universities offer TensorFlow application foundation course.At present,there are some problems and difficulties in the selection of the course content and teaching methods.In the article,the author discussed the positioning of the course of TensorFlow application foundation,designed the course content around TensorFlow's high-level API-Keras,and improves the teaching effect of the course through project teaching method and online and offline teaching mode.

关 键 词：人工智能 TensorFlow 神经网络 在线课程 

分 类 号：G641[文化科学—高等教育学]