1640 - 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,亦為大數據分析(Big Data)之一環。
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:(1)企業用BI-鼎新V-Point、(2)自助式BI-微軟Power BI、(3)決策支援系統-Expert Choice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。此外,鼓勵學生在修完課後可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 trend and can be found that BI has become the number one in E-demand demand in recent years, and is also the number one in future mobile application demand, and is also one of the 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 in-depth introduction: (1) Enterprises use BI-Dingxin V-Point, (2) self-service BI-microsoft Power BI, (3) decision support system-Expert Choice and other software, so that students can learn specific understanding through work and improve their practical application capabilities. In addition, students are encouraged to directly obtain BI software application certificates approved by the Ministry of Economics and the Ministry of Education after completing the course, and strengthen professional knowledge to meet the needs of the job.

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 須找尋開放資料庫或實際資料,運用Power BI進行分析
上機作業
On-machine operation
10 V-Point管理報表實作 (只要跟著上機實作即可完成)
平時成績
Regular achievements
20 出席率與上課表現
自主學習報告
Independent learning report
10 自主學習書面報告 (決策支援系統)

相似課程 Related Courses

課程代碼
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授課教師
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選修-1171
共選修2-4(管院開) 林盛程 三/2,3,4[M024] 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: 1640
  • 學分 Credit: 3-0
  • 上課時間 Course Time:
    Wednesday/2,3,4[M024]
  • 授課教師 Teacher:
    林盛程
  • 修課班級 Class:
    資管系3,4
  • 選課備註 Memo:
    管理學院1171課程併班,資管主開,資管40人管院30人。跨領域課程
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 40 人

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