Design and Analysis of Experiments (DoE) (Accredited)

Design of Experiments using Minitab: Basics, Fractional Factorial, Response Surface (CCD) - Get 5 PMI PDUs/PDCs/CPDs

Created by: Sandeep Kumar, ­ Quality Gurus Inc.
Experienced Quality Director • Six Sigma Coach • Consultant

What Will I Learn?

• Master the fundamentals of the Design of Experiments (DoE) using simple and understandable examples, ensuring a solid grasp of key concepts.
• Learn to design and analyze experiments systematically to study the relationship between various inputs (factors) and key outputs (responses).
• Perform screening using Plackett-Burman designs to identify significant factors with fewer experimental runs.
• Understand and implement modeling using full factorial, fractional factorial, and split plot designs to explore the effects of multiple factors.
• Optimize processes using Central Composite Design (CCD) for fine-tuning and achieving optimal performance.
• Gain a quick refresher on ANOVA and Regression Analysis to interpret the results of your experiments accurately and confidently.
• Develop a clear understanding of important DoE concepts such as blocking, analysis of covariance, replication, confounding, and design resolutions.
• Apply DoE techniques through practical examples, such as coffee tasting and catapult experiments, to reinforce learning and make complex concepts more relatable
• Increase your career prospects by mastering DoE, a critical component in quality improvement, process optimization, and research and development.
• Gain recognition from peers and management for your expertise in designing and analyzing experiments, making you a valuable asset in any organization.

Requirements

• Basic understanding of statistics is preferred, however we will cover the concepts required to understand DoE and interpret the alaysis results.

Target audience

• Quality Engineers
• Quality Managers
• All Engineers
• Performance Improvement Professionals
• Any one who wants to understand the behaviour of a complex process to achieve desired outcome