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課程介紹：
如果您想快速地提高自己用數(shù)據(jù)說(shuō)話的超強(qiáng)表達(dá)能力;
如果您面對(duì)大量數(shù)據(jù)不知如何處理；
如果您遇到問題不知如何下手；
您的*選擇是：
參加我們?yōu)槟壬矶ㄖ频膫€(gè)人能力提升實(shí)戰(zhàn)課程
─《用數(shù)據(jù)說(shuō)話Speak With Data(SWD) ─基于企業(yè)實(shí)踐的Minitab高級(jí)應(yīng)用》
課程背景：
“如果一個(gè)問題你只能用文字來(lái)描述，不能用數(shù)據(jù)和圖表來(lái)表達(dá)，那么你對(duì)這個(gè)問題的認(rèn)識(shí)依然是膚淺表面的。
If a question, you can only use words to describe while the data and charts can not be used to express, which shows your understanding of the issue is still the surface of shallow”
當(dāng)今的企業(yè)管理過(guò)程中無(wú)處不在強(qiáng)調(diào)“用數(shù)據(jù)說(shuō)話-Data Driving”,然而在很多辦公室白領(lǐng)，工廠工程師，研發(fā)中心技術(shù)人員的許多問題解決報(bào)告中仍然是大段的文字和描述，很少看到數(shù)據(jù)和圖表。很多白領(lǐng)、工程師在大學(xué)時(shí)代是統(tǒng)計(jì)概率的優(yōu)等生，然而工作多年后幾乎“不幸”忘光！In today’s enterprise management process, we often emphasis  "speak with data-Data Driving", however, when we read many Office White-Collars, Plant Engineers, R&D Technicians’ PPT reports, we can see there are still large section of the text and descriptions and seldom find the data and charts. Many engineers are excellent in the university, but after many years of work, they’ve forgot many.
為了喚醒更多工程師“童年的回憶”，根據(jù)企業(yè)研發(fā)和制造過(guò)程中實(shí)際問題解決所需統(tǒng)計(jì)方法結(jié)合功能強(qiáng)大的Minitab軟件進(jìn)行實(shí)際講授。極大提高工程師自身“用數(shù)據(jù)說(shuō)話”的工程素養(yǎng)和實(shí)際應(yīng)用能力。
In order to wake up many engineers’ "childhood memories of statistical probability", according to business R&D and manufacturing processes we develop this training workshop. The training use real data case combine Minitab software analysis application, which will greatly improve engineers’ accomplishment and ability of "Using data speaking".
Minitab作為問題統(tǒng)計(jì)解決方法的*工具軟件，大大簡(jiǎn)化了統(tǒng)計(jì)計(jì)算，讓復(fù)雜的統(tǒng)計(jì)技術(shù)在企業(yè)中廣泛應(yīng)用成為可能.全球推行Six Sigma的企業(yè)有90%以上應(yīng)用Minitab， Minitab已經(jīng)成為一種通用語(yǔ)言，應(yīng)用Minitab做出的數(shù)據(jù)圖表您能很容易的跟您的客戶/供應(yīng)商進(jìn)行溝通!
即便您的企業(yè)中沒有導(dǎo)入Six Sigma，應(yīng)用各種統(tǒng)計(jì)工具軟件來(lái)進(jìn)行數(shù)據(jù)分析和決策任然是必不可少的，所以Minitab同樣是一個(gè)很好的選擇!
As the best statistical software tool for problem statistical solution, MINITAB greatly simplifies the statistical calculations, which makes complex statistical technique easily used in enterprises. More than 90% of enterprises who implementation of Six Sigma use Minitab, Minitab has become a universal language, use the data charts made by Minitab, you can easily communicate with your customers / suppliers.
Even if the companies did not implement Six Sigma, the application of statistical tools is also required, therefore, our workshop is also a good choice!
課程目標(biāo)：
本課程內(nèi)容設(shè)計(jì)兼顧對(duì)學(xué)員數(shù)據(jù)收集、圖表分析及數(shù)據(jù)決策等相關(guān)相關(guān)統(tǒng)計(jì)技術(shù)的鞏固，同時(shí)結(jié)合實(shí)際問題解決所需相關(guān)Minitab工具來(lái)講授。學(xué)員能提升個(gè)人如何在實(shí)際業(yè)務(wù)報(bào)告及問題解決過(guò)程中選擇合適工具與方法并用Minitab圖表和數(shù)據(jù)分析來(lái)促進(jìn)問題解決和工程師自身工程素養(yǎng)和能力提高。The workshop will strength students’ existing knowledge of statistical techniques, also will teach them how to use related tools with Minitab to promote practical problem-solving. After attending the workshop, students will not only know how to operate Minitab software, more importantly, will know how to choose the right charts and data analysis tools by Minitab to solve the actual problem.
通過(guò)該課程，學(xué)員們將能夠：
-全面掌握各種統(tǒng)計(jì)方法在MINITAB 中的操作方法
-極大提高工程師自身“用數(shù)據(jù)說(shuō)話”的工程素養(yǎng)和實(shí)際應(yīng)用能力
-掌握相關(guān)工具的Minitab操作、數(shù)據(jù)和圖形結(jié)果的分析與判定。
-掌握如何將MINITAB 軟件的使用和實(shí)際業(yè)務(wù)問題解決方法結(jié)合起來(lái)。
-Through the course, participants will be able to:
-Fully grasp variety common statistical methods operation in MINITAB
-Greatly improved engineers’ engineering accomplishment and the ability of "using data speaking"
-Able to select appropriate statistical tools combine the practical engineering problems.
-Can utilize Minitab related tools, data and graphical results to make judgments and decisions.
-Become more self-confident to master the use of MINITAB software, and practical solutions to engineering problems together.
誰(shuí)應(yīng)參加：
1.工藝，質(zhì)量，生產(chǎn)運(yùn)營(yíng)，供應(yīng)商管理，物流，市場(chǎng)/銷售，設(shè)備保全，研發(fā)設(shè)計(jì)，技術(shù)，人力資源，財(cái)務(wù)控制，采購(gòu)，IT，行政管理等部門的管理層及工程師。Process, Quality, Operation/Production, SQE, Logistics, Marketing & Sales, Engineering, R&D, Technology, HR, Finance, Purchasing, IT, Administration, Manager & Engineer
2.其他希望提升個(gè)人數(shù)據(jù)收集，數(shù)據(jù)分析，數(shù)據(jù)決策能力的人員。Anybody who wish to improve the ability of Data collection, Data analyze and Data Decision.
課程安排：
第一天Day 1
Minitab功能概述
1、MINITAB的源起、作用、視窗和基本操作
2、MINITAB項(xiàng)目文件夾新建、打開、保存和說(shuō)明
3、MINITAB數(shù)據(jù)處理
4、MINITAB操作系統(tǒng)實(shí)例說(shuō)明
統(tǒng)計(jì)概率基礎(chǔ)與MINITAB操作
1.常用函數(shù)公式
2.數(shù)據(jù)的類型The type of data
3.常用的連續(xù)分布-正態(tài)分布理解與MINITAB應(yīng)用Commonly used continuous distribution - the understanding and application of the normal distribution
4.統(tǒng)計(jì)描述方法Statistical description method
5.平均值Mean
6.中位數(shù)Median
7.眾數(shù)Mode
8.四分位數(shù)Quartile
9.方差Variance
10.標(biāo)準(zhǔn)差Standard deviation
11.極差Range
12.置信區(qū)間Confidence Interval
常見QC圖表工具應(yīng)用和MINITAB操作
1、魚骨圖、柏拉圖應(yīng)用和MINITAB操作
2、直方圖、正態(tài)分布與能力分析應(yīng)用和MINITAB操作
3、箱線圖、單值圖、區(qū)間圖、點(diǎn)圖的應(yīng)用和MINITAB操作
4、散布圖、矩陣圖、邊際圖的應(yīng)用和MINITAB操作
5、綜合性描繪性統(tǒng)計(jì)圖表應(yīng)用和MINITAB操作
6、QC工具綜合應(yīng)用案例和MINITAB操作練習(xí)
測(cè)量系統(tǒng)分析和MINITAB操作
1、測(cè)量系統(tǒng)誤差來(lái)源和測(cè)量系統(tǒng)誤差分析
2、連續(xù)數(shù)據(jù)重復(fù)性和再現(xiàn)性R&R 研究與MINITAB操作
2.1可重復(fù)測(cè)量的測(cè)量系統(tǒng)R&R 研究(交叉Crossed)
3、計(jì)數(shù)型屬性量具研究和MINITAB操作
4、六西格瑪項(xiàng)目案例中測(cè)量系統(tǒng)分析和MINITAB實(shí)際操練
4.1 計(jì)量值測(cè)量系統(tǒng)分析案例
4.2 計(jì)數(shù)型測(cè)量系統(tǒng)一致性研究
過(guò)程能力分析和MINITAB操作
1、計(jì)量值過(guò)程能力指數(shù)CP、CPK、PP、PPK和短期、長(zhǎng)期西格瑪能力轉(zhuǎn)換計(jì)算與應(yīng)用
2、正態(tài)分布數(shù)據(jù)能力分析和MINITAB操作
3、從過(guò)程能力看過(guò)程的技術(shù)水平和管理水平
4、六西格瑪項(xiàng)目案例中能力分析應(yīng)用和MINITAB操作練習(xí)
第二天Day2 
假設(shè)檢驗(yàn)應(yīng)用和MINITAB操作
1.連續(xù)數(shù)據(jù)均值假設(shè)檢驗(yàn)選擇線路圖
2.離散數(shù)據(jù)假設(shè)檢驗(yàn)擇線路圖
3.單樣本T檢驗(yàn)應(yīng)用和MINITAB操作
4.雙樣本T檢驗(yàn)應(yīng)用和MINITAB操作
5.單方差分析和MINITAB操作
6.單因子方差分析One Way A*VA應(yīng)用和MINITAB操作
7.項(xiàng)目案例中假設(shè)檢驗(yàn)的應(yīng)用和MINITAB操作練習(xí)
回歸分析分析應(yīng)用和MINITAB操作
1.相關(guān)性和回歸分析復(fù)習(xí)
2.如何從R-SQ和殘差圖判定擬合模型好與壞
3.一元回歸分析應(yīng)用和MINITAB操作
4.擬合線圖應(yīng)用和MINITAB操作
5.回歸分析常見錯(cuò)誤應(yīng)用和消除
6.回歸分析案例分析
SPC（統(tǒng)計(jì)過(guò)程）MINITAB應(yīng)用
1、連續(xù)數(shù)控制圖選用線路圖
1.1 均值--極差控制圖（Xbar-R Chart）
1.2 均值--標(biāo)準(zhǔn)偏差控制圖（Xbar-S Chart）
1.3 單值--移動(dòng)極差/標(biāo)準(zhǔn)偏差控制圖（I-MR-R/S Chart）
2、離散型數(shù)據(jù)控制圖選用線路圖
2.1 不良品比率控制圖（P Chart）
2.2 不良品數(shù)控制圖（NP Chart）
2.3 計(jì)點(diǎn)型控制圖（C Chart）
2.4 單位缺陷點(diǎn)控制圖（U Chart）
3、.控制圖案例分析和MINITAB操作練習(xí)