6240 - 認識人工智慧:從人工智慧到商業智慧

From AI to BI

教育目標 Course Target

本課程為管院AI學程課程之一,因應國際"From AI to BI"之課程設計趨勢。人工智慧主要有兩派應用:以電腦模擬人腦、以電腦支援人腦。前者主要為機器學習,後者在商管領域主要為商業智慧(BI)。以Google Trends分析全球趨勢可發現,BI近年成為E化需求第一名,同時也是未來行動應用需求的第一名,亦和巨量資料分析(Big Data)相呼應。
本課程旨在使學生具備善用資訊科技分析各類資料的能力,以實用為原則,不深入介紹複雜抽象的理論,而以深入淺出方式介紹企業用BI-鼎新V-Point、自助式BI-微軟Power BI等軟體,讓學生能從做中學具體了解,進而提升實務應用能力。期能讓學生在修完課後可以直接考取經濟部及教育部核可之BI軟體應用師證照,並強化專業知識以應付職場與研究所應試需求。

This course is one of the AI ​​courses in the management institute, and it is in line with the international "From AI to BI" course design trend. There are two main applications of artificial intelligence: using computers to simulate human brains and supporting human brains with computers. The former is mainly machine learning, while the latter is mainly business intelligence (BI) in the business management field. Google Trends analyzes the global trends and can be found that BI has become the number one in E-demand demand in recent years, and it is also the number one in future mobile application requirements. It also corresponds to Big Data Analysis (Big Data).
This course aims to enable students to make good use of information technology to analyze various types of data. With practical use as the principle, they do not in-depth introduction of complex abstract theories, but introduce software such as BI-Dingxin V-Point and self-service BI-microsoft Power BI in an in-depth and pure manner, so that students can learn specific understanding from work and improve their practical application capabilities. This will allow students to directly obtain the BI software application certificate approved by the Ministry of Economics and the Ministry of Education after completing the course, and strengthen their professional knowledge to meet the requirements of the field and institutes.

課程概述 Course Description

企業電子化對現代企業經營的重要性已無庸置疑。企業經由諸如ERP、SCM、CRM等各種資訊系統累積了多年的營運資料之後,自然會進一步想充分分析與運用這些資料以幫助企業營運。如果說ERP等系統是現在式,BIS則可稱為未來式。漸漸的會有越來越多的企業體悟到導入BIS的需求。

企業智慧系統包括兩大類技術:了解過去—資料倉儲與線上即時分析(OLAP);預測未來—資料探勘。因此本課程的目的便是培養BIS的規劃建置與軟體應用的人才以迎合此需求,期能讓學生在修完課後可以直接考取經濟部及教育部核可之BI軟體應用師證照。

此外,本課程亦深入簡出介紹多種智慧型系統,讓學生得以強化專業知識以應付職場與研究所應試需求。

The importance of enterprise electronics to modern enterprise operations is beyond doubt. After accumulating operation data from various information systems such as ERP, SCM, CRM, etc. for many years, the enterprise will naturally want to fully analyze and use these data to help the enterprise operate. If systems such as ERP are current, BIS can be called future. There will be more and more companies that have realized the need to enter BIS.

Enterprise intelligence systems include two major technologies: Understanding the past—data storage and online real-time analysis (OLAP); predicting the future—data exploration. Therefore, the purpose of this course is to cultivate talents in BIS planning and software application to meet this demand, so that students can directly obtain BI software application certificates approved by the Ministry of Economics and the Ministry of Education after completing the course.

In addition, this course also provides in-depth introduction to a variety of intelligent systems, allowing students to strengthen their professional knowledge to meet the needs of their jobs and institutes.

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
期中考
Midterm exam
30 筆試 (BI證照考試模擬考)
期末報告
Final report
30 須找尋實際資料,運用Power BI進行分析
上機作業
On-machine operation
10 上機作業 (只要跟著上機實作即可完成)
平時成績
Regular achievements
30 出席率與上課表現 (點名五次以上(含)未到,平時成績0分)

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選修-5851
共選修3,4,碩 (管院開) 林盛程 三/2,3,4[M025] 3-0 詳細資訊 Details

課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 6240
  • 學分 Credit: 3-0
  • 上課時間 Course Time:
    Wednesday/2,3,4[M025]
  • 授課教師 Teacher:
    林盛程
  • 修課班級 Class:
    共選修3-碩 (資管所開)
  • 選課備註 Memo:
    管理學院5851課程併班上課,大學部34可修
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 47 人

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