大数据的设计思考Jump start your first big data project with Power BI(国际班)
教师: 胡詠翔
2023/10/01~2023/11/15
(报名结束)

概要

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」。



培育学生能具备「发起研究议题、盘点查看数据、应用分析结果、演示文稿口语传达」等职能。

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.

课程目标

認真修習完課程後,你將可以:

  1. 多學到一套方法:
    能輕鬆建立當代應用統計的實用知識,並認知數據資料如何影響生活。同時,習得蒐集與處理資料,再轉化為決策/行動/評鑑方案的現代素養。
  2. 多學會一個工具:
    能應用個人學習、職場、組織中取得之資料或公開數據,搭配視覺化資料分析工具軟體,即時呈現資料內涵。
  3. 多裝備一個技能:
    能精熟「資料加值應用」技術,並藉此厚植個人在學習、職場或組織創新之能力。同時,再搭配簡報,有效詮釋問題意識與結果發現。
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.

授课教师

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

课程进度表

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

通过标准


课程及格标准:60分满分:100分

先修科目或先备能力

Those who possess basic numeracy skills, can understand simple charts, and have experience using word processing software to handle simple data.

建议参考书目

  1. 大數據的設計思考(授課教師胡詠翔自編教材)
  2. 視覺化資料:100%全腦吸收大數據,直入神經元
  3. Big Data:驅動大企業的幕後推手
  4. 重新想像你的世界:互聯網+商業模式大變革