Statistical Process Control (SPC) Bootcamp - Excel + Minitab

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04 Jun

Statistical Process Control (SPC) Bootcamp - Excel + Minitab

Statistical Process Control (SPC) Bootcamp - Excel + Minitab

Tuesday, June 4, 2024 (12:00 AM) to Sunday, May 31, 2026 (11:59 PM)
7 PDCs
Provider: Quality Gurus Inc
Course Name: Statistical Process Control (SPC) Bootcamp - Excel + Minitab

Speaker: Sandeep Kumar
Program Type: Videoconferences, webcasts, audiocasts, podcasts, eBooks, self-directed E-Learning
Registration URL: https://www.qualitygurus.com/link/spc/

Email Details

By the end of this course, participants will be able to: Understand Basic Statistical Concepts: Comprehend fundamental statistics, including probability distributions such as Normal, Binomial, and Poisson. Apply these statistical concepts to understand and interpret control charts and process capability analyses. Master Statistical Process Control (SPC): Define and explain the principles of Statistical Process Control (SPC). Identify and create various types of control charts to monitor process stability. Create and Analyze Common Control Charts: Construct and interpret commonly used control charts, including I-MR, Xbar-R, Xbar-S, np, p, c, and u charts. Understand the theoretical foundation behind these control charts to apply them effectively. Explore Advanced Control Charts: Develop and analyze less commonly used control charts such as Pre Control Chart, Short Run Control Chart, Moving Average Control Chart, EWMA, and CUSUM Charts. Learn the specific applications and benefits of these advanced control charts. Perform Process Capability Analysis: Calculate and interpret process capability indices (Cp, Cpk, Pp, Ppk) using both Excel and Minitab. Conduct process capability analysis for both normal and non-normal distributions. Utilize Excel for SPC: Perform SPC calculations and create control charts using Microsoft Excel. Gain a deeper understanding of the underlying calculations by manually performing them in Excel. Leverage Minitab for SPC: Use Minitab software to create control charts and conduct process capability analysis. Apply advanced features of Minitab to streamline SPC tasks and improve accuracy. Implement and Interpret SPC in Real-World Scenarios: Apply SPC techniques to real-world processes to monitor and improve quality. Interpret SPC results to make data-driven decisions and identify areas for process improvement. Refresh Knowledge on ANOVA and Regression: Review Analysis of Variance (ANOVA) and Regression Analysis to support SPC and process capability analysis. Use these statistical methods to enhance the understanding and interpretation of SPC results. Develop Practical SPC Skills: Engage with interactive quizzes and exercises to reinforce learning. Gain hands-on experience through practical examples and case studies, ensuring a robust understanding of SPC techniques. Participants will leave the course equipped with the skills and knowledge to effectively implement and analyze Statistical Process Control using both Excel and Minitab, enhancing their ability to improve process quality and performance in their organizations.

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Welcome to the Statistical Process Control (SPC) Bootcamp, your comprehensive guide to mastering SPC using both Excel and Minitab. This basics-to-advanced course is designed to provide you with a solid foundation in SPC, covering essential statistical concepts, control charts, and process capability analysis. Whether you're new to SPC or looking to enhance your skills, this course is structured to cater to your needs. What You'll Learn: Basic Statistics Concepts: Understand key statistical concepts, including probability distributions (Normal, Binomial, and Poisson). Statistical Process Control (SPC): Learn to create and analyze control charts and perform process capability analysis using Excel and Minitab. Commonly Used Control Charts: Gain detailed knowledge of I-MR, Xbar-R, Xbar-S, np, p, c, and u charts, including the theory behind these plots. Less Commonly Used Control Charts: Explore Pre Control Chart, Short Run Control Chart, Moving Average Control Chart, EWMA, and CUSUM Charts. Process Capability Analysis: Calculate Cp, Cpk, Pp, and Ppk using Excel and Minitab, including analysis for non-normal distributions. Course Structure: This course is structured as a 4-in-1 bootcamp to provide a comprehensive learning experience: Course 1: Statistics Foundation Develop a basic understanding of statistical concepts necessary for SPC. Learn about probability distributions and their applications in SPC. Course 2: Control Charts/Process Capability Using Minitab Master the use of Minitab, the advanced tool for plotting control charts and performing process capability analysis. Gain practical experience through detailed tutorials and exercises. Course 3: Control Charts/Process Capability Using Excel Learn how to perform SPC calculations using Microsoft Excel. Understand the mechanics behind the calculations by manually performing them in Excel, which enhances your comprehension. Course 4: Process Capability Analysis Understand how to determine if a process is capable by performing process capability analysis. Learn to calculate and interpret Cp, Cpk, Pp, and Ppk using both Excel and Minitab. Why This Course? Comprehensive Learning: This course covers everything from basic statistics to advanced SPC techniques, ensuring a thorough understanding. Practical Application: Learn how to use both Excel and Minitab for SPC, catering to different software availability and enhancing practical skills. Expert Instruction: Benefit from detailed explanations and real-world examples to apply SPC concepts effectively in your work. Who This Course Is For: Quality Engineers and Managers Process Improvement Professionals Data Analysts and Statisticians Manufacturing and Operations Professionals Anyone interested in mastering Statistical Process Control Enroll Now: Join us in this comprehensive SPC Bootcamp to gain the knowledge and skills necessary to implement and analyze SPC in your organization using Excel and Minitab. Start your journey towards mastering process control and capability analysis today! Note: We are not a representative of Minitab or Microsoft. Minitab is a registered trademark of Minitab, LLC. Microsoft Excel is a product of Microsoft Corporation. We are an independent training provider, offering this course to help you gain proficiency in using these tools for SPC.