112-1 智慧科技：決策因此快又準

課程摘要

This course is a lower level undergraduate course, especially suitable for the first yesr freshmen. and it is an information science course for students without prior computer experiences.

The course introduces four information science topics, namely Artificial Intelligence, Bitcoin and Blockchain, Cloud Computing, and Data Science and Big Data, also known as ABCD. Although this course is an introductory course, in order to allow students to actually gain a hand-on experience, the course has added practice problems. In addition to the in-class(on-line) lectures, there are also computing lab exercises. The lab exercises and practice are mainly on Microsoft Excel and Google Sheets.

課程目標  

There are four topics in this course: Artificial Intelligence, Bitcoin and Blockchain, Cloud Computing, and Data Science and Big Data. Students who complete the course can have a preliminary understanding of these four major science developments and build a foundation for advanced learning. It also opens the direction of application to students' majors.

評分標準

Seven quizzes : 70%

Participation (video watching): 30%

授課教師

教師姓名：葉建寧 


【學歷】

威斯康辛大學麥迪遜分校數學博士

課程進度表

·           Artificial Intelligence,the early development

·           Artificial Intelligence,the beginning

·           Neural Network

·           Blockchain & BitCoin

·           Cloud Computing

·           Data Science & Big Data (1)

 ·          Data Science & Big Data (2)

先修科目或先備能力

No prerequisite knowledge is required for this course.