1020 - 統計軟體實作

Computational Statistics: A Practical Approach from Data to Inference

教育目標 Course Target

統計學是一門用於資料收集、分析、說明以及推論的學科。在非電腦時代,統計被認為是尋找成功的踏腳石,即資訊即是力量。進入大數據時代後,資料的收集多由電腦承擔,統計學更多被利用於避免錯誤的資料收集,收集有效的資料而非產生上萬筆無效數據供AI模型學習。本課程希望透過統計理論的學習,並透過實作各項檢定推論工具,協助學生完成透過統計進行資料清洗以及機械學習的模型實作。

Statistical Technique is a subject used to collect, analyze, explain and recommend data. In the non-computer era, it is considered to be the treading stone for success, and information is strength. After entering the era of large data, data collection is mostly carried by computers, and sci-








































































































































































































































































































































































































































































































This course hopes to learn theories and implement various certification and recommendation tools to help students complete model implementations of data cleaning and mechanical learning through statistical analysis.

參考書目 Reference Books

主要理論部分機率與統計(Essentials of Probability & Statistics for engineers & scientists) 謬紹綱譯
搭配自編投影片

Mainly theories of partial probability and statistics (Essentials of Probability & Statistics for engineers & scientists) Remarkable translation
With self-edited projection film

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
考試
exam
50
作業&平時表現
Work & Daily Performance
50

授課大綱 Course Plan

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Click the link below to view the detailed course plan

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 1020
  • 學分 Credit: 3-0
  • 上課時間 Course Time:
    Tuesday/2,3,4[C215]
  • 授課教師 Teacher:
    謝宗澔
  • 修課班級 Class:
    資工系3,4
  • 選課備註 Memo:
    AI學群課程
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 61 人

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