查詢教學大綱與進度

教學大綱與進度

課程基本資料：

學年期課號課程名稱階段學分時數修教師班級人撤備註

111-1 309928 統計與生活 1 2.0 2 △ 陳琬萍外籍學生專班課程
互動外生二 14 0 ◎106-108：自然與科學選修。109(含)後：自然與科學

學年期	課號	課程名稱	階段	學分	時數	修	教師	班級	人	撤	備註
111-1	309928	統計與生活	1	2.0	2	△	陳琬萍	外籍學生專班課程互動外生二	14	0	◎106-108：自然與科學選修。109(含)後：自然與科學

教學大綱與進度：

教師姓名陳琬萍

Email wpchen57@mail.ntut.edu.tw

最後更新時間 2022-08-31 09:51:25

課程大綱在日常生活中經常會見到統計的應用，在讀取許多統計數據之時，我們必須要具有基本的統計概念才不會被數據所誤導。本課程利用 Excel 統計分析的功能，介紹基本的統計方法，藉由生活中應用之實例，將問卷設計、資料蒐集與分析、統計結果之解釋等，做一系列之介紹。 We usually use statistics in our daily life, but in many cases, we should have basic statistic concept, otherwise we maybe misleading by the data. In this lesson, we use statistic analysis function of Excel as a useful tool. Introduce basic method of statistic, show the procedure of questionnaire design, data collection and analysis, explanation of result etc., by use the example in our daily life.

課程進度
(1-16週) Week 01 -- Statistics and Life Week 02 -- Data Collection and Organization Week 03 -- Statistical Population and Sample Week 04 -- Descriptive Statistics Week 05 -- Statistic Diagrams Week 06 -- Permutations and Combinations Week 07 -- Probability and Expectation Week 08 -- Random Variables and Common Probability Distributions I Week 09 -- Midterm Week 10 -- Random Variables and Common Probability Distributions II Week 11 -- Sampling Distribution Week 12 -- Sampling Error and Confidence Intervals Week 13 -- Hypothesis Testing Week 14 -- Regression Analysis Week 15 -- Applications of Regression Analysis Week 16 -- Application of statistics Week 17 -- Application of statistics Week 18 -- Final

評量方式與標準 1. Attendance 20% 2. Homework & Exercises 25% 3. Midterm 25% 4. Final 30%

使用教材、參考書目或其他 【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】

使用外文原文書：否
Statistics and Probability -- Khan Academy https://www.khanacademy.org/math/statistics-probability

課程諮詢管道 Google classroom:
https://classroom.google.com/c/NTMxNTg0Nzg0MjI1?cjc=y3pqmvu

延伸教學與資源

課程對應SDGs指標

課程是否導入AI

備註 Google classroom: https://classroom.google.com/c/NTMxNTg0Nzg0MjI1?cjc=y3pqmvu 課程對應SDGs指標：教育品質指標對應授課內容：Applications of Regression Analysis and Applications of Statistics -- 利用統計分析工具探勘資料 -- 對應指標4.a.1：資訊科技融入教學及數位學習的學校比率。

教師姓名	陳琬萍
Email	wpchen57@mail.ntut.edu.tw
最後更新時間	2022-08-31 09:51:25
課程大綱	在日常生活中經常會見到統計的應用，在讀取許多統計數據之時，我們必須要具有基本的統計概念才不會被數據所誤導。本課程利用 Excel 統計分析的功能，介紹基本的統計方法，藉由生活中應用之實例，將問卷設計、資料蒐集與分析、統計結果之解釋等，做一系列之介紹。 We usually use statistics in our daily life, but in many cases, we should have basic statistic concept, otherwise we maybe misleading by the data. In this lesson, we use statistic analysis function of Excel as a useful tool. Introduce basic method of statistic, show the procedure of questionnaire design, data collection and analysis, explanation of result etc., by use the example in our daily life.
課程進度 (1-16週)	Week 01 -- Statistics and Life Week 02 -- Data Collection and Organization Week 03 -- Statistical Population and Sample Week 04 -- Descriptive Statistics Week 05 -- Statistic Diagrams Week 06 -- Permutations and Combinations Week 07 -- Probability and Expectation Week 08 -- Random Variables and Common Probability Distributions I Week 09 -- Midterm Week 10 -- Random Variables and Common Probability Distributions II Week 11 -- Sampling Distribution Week 12 -- Sampling Error and Confidence Intervals Week 13 -- Hypothesis Testing Week 14 -- Regression Analysis Week 15 -- Applications of Regression Analysis Week 16 -- Application of statistics Week 17 -- Application of statistics Week 18 -- Final
評量方式與標準	1. Attendance 20% 2. Homework & Exercises 25% 3. Midterm 25% 4. Final 30%
使用教材、參考書目或其他	【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】使用外文原文書：否 Statistics and Probability -- Khan Academy https://www.khanacademy.org/math/statistics-probability
課程諮詢管道	Google classroom: https://classroom.google.com/c/NTMxNTg0Nzg0MjI1?cjc=y3pqmvu
延伸教學與資源
課程對應SDGs指標
課程是否導入AI
備註	Google classroom: https://classroom.google.com/c/NTMxNTg0Nzg0MjI1?cjc=y3pqmvu 課程對應SDGs指標：教育品質指標對應授課內容：Applications of Regression Analysis and Applications of Statistics -- 利用統計分析工具探勘資料 -- 對應指標4.a.1：資訊科技融入教學及數位學習的學校比率。