课程简介英文版商务数据分析.docx

《课程简介英文版商务数据分析.docx》由会员分享，可在线阅读，更多相关《课程简介英文版商务数据分析.docx（1页珍藏版）》请在淘文阁 - 分享文档赚钱的网站上搜索。

1、Course introduction ofBusiness data analysisCourse Code：Course Name： Business data analysisPrerequisites: Machine learningFollow-up Courses: NoTotal Credit Hours： 48Total Credit Hours： 48Credits： 3.0Lecture Hours： 40 Experiment Hours： 0School ： School of BusinessProgramming Hours： 8 Practice Hours：

2、0Target Major： Business managementCourse introductionBusiness data analysis1 is a professional elective curriculum for majors in economics and management. Through the teaching of this course, students can master the basic principles of deep learning, convolutional neural networks, recurrent neural n

3、etworks, generative adversarial networks, attention mechanisms and other basic methods and their typical application fields, and use machine learning open source platform TensorFlow to achieve deep learning applied in many typical fields such as securities forecasting, sound quality evaluation, elec

4、tronic recommendation, target detection, and social network sentiment analysis, the course plays an important role as a link between theory and practice. Pay attention to the combination of qualitative analysis and quantitative analysis, strengthen practical training, and lay a good foundation for s

5、tudents* subsequent learning, practice and future work and development.Reference materials1. Zhao Weidong, Dong Liang. Machine learning M|. Post and Telecom Press, 2018.2. Zhao Weidong. Machine learning case combat M. Post and Telecom Press, 2019.3. Zhao Weidong, Dong Liang. Python machine learning combat case M. TsinghuaUniversity Press, 2019.