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所在平台: Udemy |
课程主页: https://www.udemy.com/course/statistical-process-control-spc-using-microsoft-excel/
课程评论：没有评论
课程名称：使用Microsoft Excel进行统计过程控制（SPC） 课程概览：本课程旨在帮助制造业、质量和工程专业人士充分发挥其制造过程数据的潜力，推动组织内的持续改进。课程内容全面且富有实操性，教授学员如何有效分析、解释和报告过程数据，利用Microsoft Excel提升工作效率。 课程分为四个主要部分： 1. **制造与质量统计基础** 课程从统计学基本概念入手，包括集中趋势、离散度和数据规模等，以帮助学员进行有效的过程分析。通过易于理解的示例，学员将逐步学习如何在Excel中快速计算这些统计数据。 2. **强大的帕累托分析与改进优先级** 学员将学习如何应用“80/20原则”进行帕累托分析，从而识别出改进过程的关键领域。此外，本部分还介绍Excel的数据透视表，这是一个不可或缺的工具，可帮助快速组织和分析数据，提高决策效率。 3. **掌握控制图以监控过程** 控制图是SPC的核心，本部分讲解如何利用控制图监测过程变化，识别趋势并发现改进机会。学员将学习七种控制图的使用方法，包含变量数据和属性数据的控制图，并通过实际的Excel演示学会如何解读这些图表。 4. **回归分析以预测和优化过程** 本部分引导学员利用回归分析定义变量间的关系，准确预测过程表现。通过简单线性回归和多元线性回归的学习，学员将建立分析制造过程因果关系的基础，并为后续更高级的统计技术铺路。 课程特色： - **实践性学习**：提供详细的Excel工作表和现实生活中的示例，帮助学员不仅理解理论，还能实际应用到日常工作中。 - **现成的Excel模板**：学员可直接使用课程中展示的工具，节省时间并提升过程改进成效。 - **考试准备支持**：为准备ASQ认证质量工程师、六西格玛绿带或黑带等证书的学员奠定坚实的统计技术基础。 - **终身访问权限**：学员可访问所有课程材料及未来新增的内容。 - **完成证书**：课程结束后，将颁发包含学员姓名、课程名称及时长的完成证书，满足部分继续教育单位（CEU）要求。 学员评价：“这是我在Udemy上学过的最好的课程！结构清晰，对SPC提供了全面的概述。” “任何质量专业人士都应该把这个课程作为宝贵资源！” “通俗易懂，通过实际案例有效传达了理论。” 现在就加入数千名成功利用SPC提升制造过程和质量项目的专业人士，迈向你职业新阶段！
Unlock the full potential of your manufacturing process data and drive continuous improvement across your organization with this comprehensive, hands-on course. Designed for manufacturing, quality, and engineering professionals, this course equips you with the practical skills needed to analyze, interpret, and report process data effectively using Microsoft Excel.This course is divided into four key sections:1. Foundations of Statistics for Manufacturing and QualityEven if you're new to statistics or Excel, we start from the basics. Learn the core concepts like Measures of Central Tendency, Dispersion, and Data Scales, which are fundamental for effective process analysis. I'll guide you step-by-step through Excel to calculate these statistics quickly, with easy-to-follow examples that connect directly to real-world manufacturing scenarios.2. Powerful Pareto Analysis for Prioritizing ImprovementMany professionals underestimate the power of Pareto analysis. Learn how to apply the "80/20 Rule" to identify the most impactful areas for improvement in your processes. I'll also introduce you to Excel's Pivot Tables-an indispensable tool for organizing and analyzing your data, making decision-making faster and more efficient.3. Mastering Control Charting for Process MonitoringControl charts are the backbone of SPC. This section shows you how to use them to monitor your processes over time, highlight trends, and identify areas for improvement. You'll explore seven types of control charts-both for variable and attribute data-and I'll teach you how to interpret them with practical Excel demonstrations. You'll also get reference tools and Excel reports you can implement in your own projects.4. Regression Analysis for Predicting and Optimizing ProcessesUnlock the power of Regression Analysis to define relationships between variables and make accurate predictions about your process performance. Whether it's Simple Linear or Multiple Linear Regression, this section builds the foundation for analyzing the cause-and-effect relationships in your manufacturing processes, and lays the groundwork for more advanced statistical techniques.What's Included:Practical, Hands-On Learning: With detailed Excel worksheets and real-life examples, you'll not only understand the theory but also apply it to improve your daily processes.Ready-to-Use Excel Templates: Use the same tools I demonstrate in the course for your own work, saving time and enhancing your process improvement initiatives.Exam Prep Support: If you're preparing for certifications like ASQ Certified Quality Engineer, Six Sigma Green Belt, or Black Belt, this course will provide a solid foundation in the statistical techniques you'll need to pass.LIFETIME ACCESS to all course materials AND all other materials we may add later.A Certificate of Completion with your name, the course's name, and the time duration of the course (useful for fulfilling the need of some CEU requirements)Q & A access through the Udemy platform to a 30+ year manufacturing, quality, engineering, and business professional.Join thousands of professionals who have successfully leveraged SPC to enhance their manufacturing processes and quality initiatives.What Students Are Saying:"This is by far the best course I've taken on Udemy! Very well structured and provided a comprehensive overview of SPC. A gem on Udemy!" - Greg S."An invaluable resource for any quality professional looking to excel!" - Sachin K."What could otherwise be rather dry and boring information, has been delivered in an engaging manner. Ray is clearly very knowledgeable and passionate about the topic." - Chad B."Ray is very knowledgeable and explains each topic in depth. I would be interested in other courses he teaches." - Emily"It's a very complete course even if you are in a beginner or in an advanced level; examples used are very illustrative and helpful" - Francisco P."Great course. Highly recommend for everyone who is working in supply chain manufacturing operation." - Siriluck S."Clear and concise explanations with examples to illustrate concepts; uses practical examples to illustrate the theory." - Tom F.PLUS over 1,500 5-star reviews!!Sign up today and take the next step in your career.
