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所在平台: Udemy |
课程主页: https://www.udemy.com/course/quality-engineering-statistics/
课程评论:没有评论
课程名称:质量工程统计 课程简介: 本课程旨在帮助那些已经具备基本统计概念但希望更深入理解的学员。如果你曾尝试学习更高级的主题,如实验设计(DOE)和概率分布,但找不到解释清晰的讲师;如果你更喜欢在Microsoft Excel中进行常见统计操作而非使用昂贵的软件;又或者你希望提升自己的分析问题解决能力,那么“质量工程统计”课程正是你所需要的。 本课程是Udemy上同类课程中最全面的一门,包含超过100个视频,涵盖成为质量工程师、质量技术员或质量经理所需的所有分析方法。这些分析方法,许多在Microsoft Excel中详细介绍,亦适合工业、制造和过程工程师及管理者。 针对准备参加ASQ认证质量工程师考试的学员,本课程涵盖了2022年7月知识体系中“定量方法与工具”部分的所有主题。同时,对于不打算参加认证考试的学员,本课程也涉及广泛的主题,必将帮助你在质量专业领域更进一步。 课程内容包括: A. 数据收集与总结 1. 数据类型 2. 测量尺度 3. 数据收集方法 4. 数据准确性与完整性 5. 数据可视化技术 6. 描述统计学 7. 展示分布的图形方法 B. 定量概念 1. 术语 2. 制定统计结论 3. 概率术语及概念 C. 概率分布 1. 连续分布 2. 离散分布 D. 统计决策 1. 点估计与置信区间 2. 假设检验 3. 配对比较检验 4. 适合度检验 5. 方差分析(ANOVA) 6. 列联表 E. 变量之间的关系 1. 线性回归 2. 简单线性相关 3. 时间序列分析 F. 统计过程控制(SPC) 1. 目标与收益 2. 普通原因与特殊原因 3. 变量选择 4. 合理分组 5. 控制图 6. 控制图分析 7. 短期SPC G. 过程与绩效能力 1. 过程能力研究 2. 过程绩效与规格 3. 过程能力指数 4. 过程绩效指数 H. 实验的设计与分析 1. 术语 2. 规划与组织实验 3. 设计原则 4. 全因子实验 5. 两级分数因子实验 这不只是一门简单的考试准备课程,质量工程统计由两位实际操作经验丰富的高级制造专业人士教授,他们分享了数十个真实案例和经验。本课程提供超过13小时的视频教学,还有:终身访问所有课程资料(包括后续添加的内容)、每节课后的50道测验题、详细的练习题、解答键以及与讲师的问答访问权限。 报名后还将获得结业证书,包括你名字、课程标题和学习时长。许多前学员对该课程给予高度评价。若想提升你的分析能力,应对工作中日益复杂的问题,这就是你应该选择的课程!立刻报名参加“质量工程统计”课程吧!
Are you familiar with basic statistical concepts, but need a better understanding of them?Have you tried to learn more advanced topics like Design of Experiments (DOE) and probability distributions, but couldn't find an instructor that explained without a bunch of obscure jargon?Would you prefer performing common statistical operations in Microsoft Excel instead of an expensive software program?Would you like to advance your analytical problem-solving skills?If you said "Yes" to any of these questions, then look no more!! Quality Engineering Statistics is the course you need because a strong foundation in quality statistics doesn't have to be difficult to learn.Quality Engineering Statistics is the most comprehensive course of its kind on Udemy. Featuring over 100 videos, this course covers all the analytical methods you need to succeed as a quality engineer, quality technician or quality manager. Plus, its analytical methods - many of which are detailed in Microsoft Excel - will also serve industrial, manufacturing and process engineers and managers very well.For those interested in preparing for the ASQ Certified Quality Engineer's exam, this course covers all topics in the "Quantitative Methods and Tools" section of their July 2022 Body of Knowledge.But for those not interested in taking a certification exam, this course covers a very wide range of topics that will certainly help advance your career as a quality professional.Topic covered include:A. Collecting and Summarizing Data 1. Types of data 2. Measurement scales 3. Data collection methods 4. Data accuracy and integrity 5. Data visualization techniques 6. Descriptive statistics 7. Graphical methods for depicting distributionsB. Quantitative Concepts 1. Terminology 2. Drawing statistical conclusions 3. Probability terms and conceptsC. Probability Distributions 1. Continuous distributions 2. Discrete distributionsD. Statistical Decision-Making 1. Point estimates and confidence intervals 2. Hypothesis testing 3. Paired-comparison tests 4. Goodness-of-fit tests 5. Analysis of variance (ANOVA) 6. Contingency tablesE. Relationships Between Variables 1. Linear regression 2. Simple linear correlation 3. Time-series analysisF. Statistical Process Control (SPC) 1. Objectives and benefits 2. Common and special causes 3. Selection of variable 4. Rational subgrouping 5. Control charts 6. Control chart analysis 7. Short-run SPCG. Process and Performance Capability 1. Process capability studies 2. Process performance vs. specifications 3. Process capability indices 4. Process performance indicesH. Design and Analysis of Experiments 1. Terminology 2. Planning and organizing experiments 3. Design principles 4. Full-factorial experiments 5. Two-level fractional factorial experimentsFar more than a simple exam prep class, Quality Engineering Statistics is taught by two "hands-on", senior manufacturing professionals that share DOZENS of real-life examples and case studies drawn from their decades of experience.And in addition to the 13+ hours of video-based instruction, you also get:Lifetime access to all course materials including everything we might add after your purchase.50 quiz questions (5 to 7 at the end of each section).A set of detailed practice problems at the end of each section.Answer keys for each of the problem sets.Q & A access to the course instructors through Udemy.Certificate of Completion that includes your name, the course title, and the number of course hours.Plus read what former students have said about Quality Engineering Statistics:"This class is very comprehensive on the subject of statistics as it applies to the field of Quality Engineering. Although I've been through many courses over the years on various topics covered in this class, I don't remember a class consolidating all these topics into one package." - William F."One of the best courses I have seen on this topic." - Willie C."Excellent stuff for SPC. I graduated from Social Sciences and I am terrible at Math, Calculus, etc..Now I am fully aware of how to use statistics, SPC, and how to successfully interpret the data. Thank you so much. Your style is great." - Erhan C."One of the best Udemy's courses I've ever attended! Well prepared and engaging teachers!" - Andrea T.If want to advance your analytical skill set and prepare yourself to solve increasingly complex problems in the workplace, then this is the class for you! Quality Engineering Statistics will give you teach you the skills you need to tackle the toughest problems in industry, and as a result, advance your career as a manufacturing quality professional. SIGN UP TODAY!!