課程介紹:如果您想快速地提高自己用數(shù)據(jù)說話的超強(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;
您的最佳選擇是:
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)說話Speak WithData(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描述,不能用數(shù)據(jù)和圖表來表達(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 describewhile the data and charts can not be used to express, which shows yourunderstanding of the issue is still the surface of shallow”
當(dāng)今的企業(yè)管理過程中無處不在強(qiáng)調(diào)“用數(shù)據(jù)說話-DataDriving”,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!Intoday's enterprise management process, we often emphasis "speak with data-Data Driving",however, when we read many Office White-Collars, Plant Engineers, R&DTechnicians’ PPT reports, we can see there are still large section of the textand desc-riptions and seldom find the data and charts. Many engineers areexcellent 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 tobusiness 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 "Usingdata speaking".
Minitab作為問題統(tǒng)計(jì)解決方法的最佳工具軟件,大大簡化了統(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SixSigma的企業(yè)有90%以上應(yīng)用Minitab,Minitab已經(jīng)成為一種通用語言,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SixSigma,應(yīng)用各種統(tǒng)計(jì)工具軟件來進(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 problemstatistical solution, MINITAB greatly simplifies the statistical calculations,which makes complex statistical technique easily used in enterprises. More than90% of enterprises who implementation of Six Sigma use Minitab, Minitab hasbecome a universal language, use the data charts made by Minitab, you caneasily communicate with your customers / suppliers.
Even if the companies did not implement SixSigma, the application of statistical tools is also re-quired, therefore, ourworkshop 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)告及問題解決過程中選擇合適工具與方法并用Minitab圖表和數(shù)據(jù)分析來促進(jìn)問題解決和工程師自身工程素養(yǎng)和能力提高。Theworkshop will strength students’ existing knowledge of statistical techniques,also will teach them how to use related tools with Minitab to promote practicalproblem-solving. After attending the workshop, students will not only know howto operate Minitab software, more importantly, will know how to choose theright charts and data analysis tools by Minitab to solve the actual problem.
通過該課程,學(xué)員們將能夠:
ü 全面掌握各種統(tǒng)計(jì)方法在MINITAB中的操作方法
ü 極大提高工程師自身“用數(shù)據(jù)說話”的工程素養(yǎng)和實(shí)際應(yīng)用能力
ü 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。
ü 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。
ü Throughthe course, participants will be able to:
ü Fullygrasp variety common statistical methods operation in MINITAB
ü Greatlyimproved engineers’ engineering accomplishment and the ability of "usingdata speaking"
ü Ableto select appropriate statistical tools combine the practical engineeringproblems.
ü Canutilize Minitab related tools, data and graphical results to make judgments anddecisions.
ü Becomemore self-confident to master the use of MINITAB software, and practicalsolutions to engineering problems together.
誰應(yīng)參加:
1. 工藝,質(zhì)量,生產(chǎn)運(yùn)營,供應(yīng)商管理,物流,市場/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,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。Anybodywho wish to improve the ability of Data collection, Data analyze and DataDecision.
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、保存和說明
3、MINITAB數(shù)據(jù)處理
4、MINITAB操作系統(tǒng)實(shí)例說明
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Commonlyused continuous distribution - the understanding and application of the normaldistribution
4.統(tǒng)計(jì)描述方法Statisticaldesc-ription 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Standarddeviation
11.極差Range
12.置信區(qū)間ConfidenceInterval
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)
測量系統(tǒng)分析和MINITAB操作
1、測量系統(tǒng)誤差來源和測量系統(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)測量的測量系統(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)目案例中測量系統(tǒng)分析和MINITAB實(shí)際操練
4.1 計(jì)量值測量系統(tǒng)分析案例
4.2 計(jì)數(shù)型測量系統(tǒng)一致性研究
過程能力分析和MINITAB操作
1、計(jì)量值過程能力指數(shù)CP、CPK、PP、PPK和短期、長期西格瑪能力轉(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、從過程能力看過程的技術(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 ANOVA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-RChart)
1.2 均值--標(biāo)準(zhǔn)偏差控制圖(Xbar-SChart)
1.3 單值--移動(dòng)極差/標(biāo)準(zhǔn)偏差控制圖(I-MR-R/SChart)
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(PChart)
2.2 不良品數(shù)控制圖(NPChart)
2.3 計(jì)點(diǎn)型控制圖(CChart)
2.4 單位缺陷點(diǎn)控制圖(UChart)
3、.控制圖案例分析和MINITAB操作練習(xí)