Description
Design and Analysis of Experiments (DoE), the training course on Design and Analysis of Experiments is published by Udemy Academy. Design of experiments is a systematic method to study the relationship between different inputs (factors) on a key output (response). This is an intermediate level course. In this course, we begin with a basic understanding of the Design of Experiments (DoE) process by performing manual calculations on simpler processes. Since this course is taught by students from different departments, we have simplified the case studies by using examples such as coffee tasting. These simple examples help the student focus on concepts rather than focusing on specific case studies.
This course assumes that you have no prior knowledge of designing experiments, but have a basic understanding of statistical principles, such as ANOVA and regression. However, we will examine these two topics (ANOVA and regression) to provide sufficient knowledge to interpret the results. This course includes video lectures and questionnaires so that at the end of the course, you will gain a correct understanding of the topics discussed. We will begin this course by understanding the definitions of common terms used in the DoE. You will clearly understand factorial and partial factorial designs. Because these plans will be explained using the example of tasting coffee. In addition, we will also use catapult testing to understand changes in processes.
What you will learn
- Principles of Design of Experiments (DoE) using simple examples
- Screen design (Berman plot), modeling (complete, formal and split plot designs) and optimization (central composite design)
- A quick overview of ANOVA and regression analysis is also included to help you clearly understand the results of the analysis.
- Clear understanding of blocking, analysis of covariance, replication, combination and design objectives
Who is this course suitable for?
- Quality engineers
- Quality managers
- All engineers
- Performance improvement specialists
- Anyone who wants to understand the behavior of a complex process to achieve a desired result
Design and Analysis of Experiments (DoE) course specifications
- Publisher: Udemy
- teacher : Sandeep Kumar
- English language
- Education level: all levels
- Number of courses: 42
- Training duration: 4 hours and 40 minutes
Head of the course seasons on 2023-3
Course prerequisites
- Basic understanding of statistics is preferred, however we will cover the concepts required to understand DoE and interpret the analysis results.
Pictures
Sample video
Installation guide
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Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
2.38 GB
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