本课程获教育部发展磨课师课程计划、深化数字学习计划补助,云科大校内选修远距课程人数已超过千人(创下国内大学目前开设最大班通识学分课程纪录,同时有612人选修)且通过『教育部数字课程认证』。
课程获行政院『从亚洲到硅谷计划办公室』推荐大数据通识课程、获『新竹科学园区』推荐在线课程,并由国立政治大学、国立彰化师范大学等多校采认为通识教育学分课程。本课程与咏翔老师开设的「当机器人来上班-未来职场的AI必修课」、「数据驱动创新实践」、「厚数据的设计思考」、「智能教育」皆为「未来大脑4.0」模块课程。
In this course you will learn how to become a master of data analyses. By the end, you will know how to structure your data analysis projects w/design thinking skills. You will also know how to streamline your analyses and highlight their implications efficiently using visualizations in Tableau, the most popular visualization program in the business world. Using other Tableau features, you will be able to make effective visualizations that harness the human brain’s innate perceptual and cognitive tendencies to convey conclusions directly and clearly. Finally, you will be practiced in designing and persuasively presenting “data stories” that use these visualizations.
课程系导入美国史丹佛大学设计思考术的「跨领域课程」,尝试以「个人,如何以设计师规划应用大数据分析,进一步解决问题的视角」。
本次国际班课程以国际推广为目的,只设置一次测验作为通过标准,且与一般课程不同,并无发行证书。
The international class curriculum for this session is designed for international promotion purposes, and only one test is set as the passing criterion. It is different from regular courses and does not issue certificates.
認真修習完課程後,你將可以:
Dr. Hu,Yong-Hsiang
Associate Professor, Center for General Education, National Yunlin University of Science and Technology
Head of Teacher Development Group, Instructional Excellence Center
Ceo of School Affairs Research Center
单元 1:Introduction: Big Data and Contemporary Life
单元 2:Big Data and Design Thinking
单元 3:Big Data and Smart Cities
单元 4:2045 Next Singularity
单元 5:Digital Transformation
单元 6:Midterm Project
单元 7:Knowledge Monetization and Job Process Redesign
单元 8:Initiating Big Data Projects with Design Thinking
单元 9:Midterm Exam Week
单元 10:Going Back to Basics: How Data is Collected
单元 11:Data Visualization - Five Steps + Final Project Preview
单元 12:Power BI Data Visualization Lab (Part 1)
单元 13:Power BI Data Visualization Lab (Part 2)
单元 14:Making Effective Presentations for Quick and Good Earnings
单元 15:Ethics Issues in Big Data and Digital Transformation
单元 16:Bonus Lesson - Workplace Connection: Big Data and Job Market
单元 17:Exam
单元 18:Summary of Learning Experience and Survey
Those who possess basic numeracy skills, can understand simple charts, and have experience using word processing software to handle simple data.