Leading with Designed Experiments: ANOVA and Taguchi Methods

How to Analyze Data and Design Statistical Experiments for Improved Analytical Decision Making

4.13 (4 reviews)
Udemy
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English
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Leading with Designed Experiments: ANOVA and Taguchi Methods
61
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3.5 hours
content
Feb 2024
last update
$84.99
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What you will learn

A detailed overview of Design of Experiments (DOE) in the manufacturing context

How DOE can improve your decision making skills

What is Design of Experiments? Are where are they commonly used?

Critical terms and definitions

The Two Types of Experimental Error

What is ANOVA? How is it used in decision making?

Real-life examples of 1-way and 2-way ANOVA in Microsoft Excel

An Overview of Full Factorial Experiments

Fractional Factorial Experiments and the Taguchi Methods

Examples of Taguchi Methods used to solve complex manufacturing problems

Downloadable Excel templates

Why take this course?

πŸŽ“ **Leading with Designed Experiments: ANOVA and Taguchi Methods** πŸŽ“ **Course Headline:** Master Data Analysis and Statistical Experiment Design for Superior Decision Making in Manufacturing **Course Description:** As the intricacy of your manufacturing processes escalates with an array of variables such as speeds, feeds, temperature, and machine types, the traditional "trial and error" approach becomes less viable. In the world of advanced manufacturing, recognizing the power of meticulously designed process experiments is crucial to achieving fewer defects, higher production rates, and improved mechanical properties. In this comprehensive course, **"Leading with Designed Experiments: ANOVA and Taguchi Methods"**, Ray Harkins from The Manufacturing Academy guides you through the art of designing, conducting, and analyzing process experiments to optimize your manufacturing outcomes. **What You Will Learn:** - **A Detailed Overview of Design of Experiments (DOE) in Manufacturing Context:** Dive deep into understanding how DOE can revolutionize your decision-making processes and enhance the quality of your products. - **Understanding Key Terms and Definitions:** Gain a solid grasp of essential terms and definitions within the realm of Design of Experiments. - **The Two Types of Experimental Error:** Learn to identify and manage the different types of errors that can affect your experimental results. - **What is ANOVA?** Discover the role of Analysis of Variance (ANOVA) in making informed decisions and its significance in various applications. - **Real-life Examples of 1-way and 2-way ANOVA:** Apply your knowledge with hands-on examples using Microsoft Excel, transforming abstract concepts into practical skills. - **Overview of Full Factorial Experiments:** Explore the principles behind full factorial experiments and their relevance in optimizing manufacturing processes. - **Fractional Factorial Experiments and Taguchi Methods:** Understand how to apply fractional factorial experiments and the innovative Taguchi Methods to solve complex manufacturing problems. - **Case Studies Galore:** Engage with 17 real-life case studies that bring theoretical concepts to life, illustrating how these methods are applied in actual manufacturing scenarios. **Course Materials & Benefits:** - **3+ Hours of Instructional Video:** Absorb the content at your own pace with comprehensive video tutorials. - **3 Tests with Answer Keys:** Assess your learning progress and ensure you're retaining key concepts with three tests, complete with answer keys. - **Microsoft Excel Workbook:** Get hands-on with 5 worksheets containing 1-way and 2-way ANOVA examples used throughout the course. - **Real-life Case Studies:** Learn from practical examples that showcase the application of ANOVA, DOE, and Taguchi methods in the manufacturing industry. - **All Slides for the Class:** Refer back to or review all the slides used in the course in a clear and accessible PDF format. - **Certificate of Completion:** Receive a certificate that showcases your commitment and mastery over the course material, highlighting the course title, your name, and the duration of the course. - **Lifetime Access to All Course Materials:** Enjoy perpetual access to the videos, exams, slides, and Excel worksheets included in this course. - **Q&A with Instructors:** Engage with the instructors via Udemy's Q&A feature to have your queries addressed and deepen your understanding of the subject matter. **Why You Should Enroll Today:** This course is tailored for quality, industrial, or manufacturing engineers and managers who aspire to elevate their analytical problem-solving skills to new heights. With a focus on real-life applications and practical case studies, you will not only grasp the core concepts but also understand how to apply them effectively in your field. Don't miss this opportunity to transform your approach to manufacturing processes. **Sign up for "Leading with Designed Experiments: ANOVA and Taguchi Methods" today and take a significant step towards becoming a leader in analytical decision-making within the manufacturing industry!** πŸš€πŸ«πŸ”¬ Enroll now and unlock your potential to drive innovation, efficiency, and quality in your manufacturing operations! βœ¨πŸ’ΌπŸ‘

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5776660
udemy ID
1/21/2024
course created date
2/16/2024
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