56-3 Minitab数据分析高级应用(2天）_20210428

-1016000215900Minitab数据分析高级应用
(2 Days Workshop)
Minitab数据分析高级应用
(2 Days Workshop)
374459544450-1174750-158750-920750-717550Minitab数据分析高级应用
Minitab数据分析高级应用
如果您想快速地提高自己用数据说话的超强表达能力;
如果您面对大量数据不知如何处理；
如果您遇到问题不知如何下手；
您的最佳选择是：
参加我们为您度身定制的个人能力提升实战课程
─《Minitab数据分析高级应用》
【课程背景Workshop Background】
-60960068580“如果一个问题你只能用文字来描述，不能用数据和图表来表达，
那么你对这个问题的认识依然是肤浅表面的。
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”
“如果一个问题你只能用文字来描述，不能用数据和图表来表达，
那么你对这个问题的认识依然是肤浅表面的。
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”
-3943359271029718003810当今的企业管理过程中无处不在强调“用数据说话-Data Driving”,然而在很多办公室白领，工厂工程师，研发中心技术人员的许多问题解决报告中仍然是大段的文字和描述，很少看到数据和图表。很多白领、工程师在大学时代是统计概率的优等生，然而工作多年后几乎“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.
为了唤醒更多工程师“童年的回忆”，根据企业研发和制造过程中实际问题解决所需统计方法结合功能强大的Minitab软件进行实际讲授。极大提高工程师自身“用数据说话”的工程素养和实际应用能力。
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作为问题统计解决方法的最佳工具软件，大大简化了统计计算，让复杂的统计技术在企业中广泛应用成为可能.全球推行Six Sigma的企业有90%以上应用Minitab， Minitab已经成为一种通用语言，应用Minitab做出的数据图表您能很容易的跟您的客户/供应商进行沟通!
即便您的企业中没有导入Six Sigma，应用各种统计工具软件来进行数据分析和决策任然是必不可少的，所以Minitab同样是一个很好的选择!
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!
【课程目标Workshop Targets】
本课程内容设计兼顾对学员数据收集、图表分析及数据决策等相关相关统计技术的巩固，同时结合实际问题解决所需相关Minitab工具来讲授。学员能提升个人如何在实际业务报告及问题解决过程中选择合适工具与方法并用Minitab图表和数据分析来促进问题解决和工程师自身工程素养和能力提高。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.
通过该课程，学员们将能够：
全面掌握各种统计方法在MINITAB 中的操作方法
极大提高工程师自身“用数据说话”的工程素养和实际应用能力
掌握相关工具的Minitab操作、数据和图形结果的分析与判定。
掌握如何将MINITAB 软件的使用和实际业务问题解决方法结合起来。
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.
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【谁应该来参加Who Should Attend】
工艺，质量，生产运营，供应商管理，物流，市场/销售，设备保全，研发设计，技术，人力资源，财务控制，采购，IT，行政管理等部门的管理层及工程师。Process, Quality, Operation/Production, SQE, Logistics, Marketing & Sales, Engineering, R&D, Technology, HR, Finance, Purchasing, IT, Administration, Manager & Engineer
其他希望提升个人数据收集，数据分析，数据决策能力的人员。Anybody who wish to improve the ability of Data collection, Data analyze and Data Decision.
【课程安排Workshop Agenda】- Minitab质量数据分析高级应用
第一天Day 1
Minitab入门简介
MINITAB的源起、作用、视窗和基本操作
文件夹新建、打开、保存和说明
跟随六西格玛（DMAIC）学MINITAB
Define(定义）阶段的MINITAB操作
统计概率基础Basic Statistics
数据统计描述参数与MINITAB操作
平均值Mean/中位数Median/众数Mode
方差Variance/标准差Standard deviation/极差Range
数据的类型The type of data与MINITAB操作应用
正态分布的理解与应用及MINITAB操作
数据图表化的MINITAB操作
概率图与正态性检验
直方图与原因排查
点图与箱线图
Pareto图与饼图
因子间的关系 – 因果图（鱼刺图）
因子间的关系 -主效应图与原因排查
时间变化图表 – Individual Chart
Measure (测定) 阶段的MINITAB操作
测量系统分析MSA
偏倚Bias研究
类型1量具研究与Cgk量检具能力指数
计量型数据Gage R&R
Gage R&R小组竞赛（水面测量）
计数型数据测量系统分析
过程能力分析 Cpk
第二天Day2 
Analyze (分析)阶段的MINITAB操作
假设检验基本术语
零假设 (Null Hypothesis – Ho)
备择假设 (Alternative Hypothesis – H1 或 Ha)
P - Value (P值)
数据类型与统计性检验的路径图
T-Test均值检验（单样本T/双样本T)
T-Test均值检验（一元方差分析 One Way ANOVA)
Chi-Square Test卡方分析
相关及回归分析Correlation & Regression
Improve (改善)阶段的MINITAB操作
DOE试验设计入门介绍
单因子DOE试验设计
单因子DOE小组竞赛（投石机Catapult）
全因子试验设计(2K Full Factorial DOE)
部分因子DOE
响应曲面RSM
Control (控制)阶段的MINITAB操作
SPC简介
计量型数据控制图
I-MR/X-BAR-R/X-BAR-S图MINITAB操作
计数型数据控制图
P/NP/U/C图MINITAB操作
该课程已为以下知名企业进行过培训获得高度认可：
371475070485-85090108585184340510795383857590805391160-6350010922016192501016003838575603250138430

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