Welcome to RStudio for Six Sigma - Process Capability. This is a project-based course which should take under 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure.
RStudio for Six Sigma - Process Capability
RStudio for Six Sigma - Process Capability
Instructor: Moses Gummadi
Access provided by SR University
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Recommended experience
2 hours
Learn at your own pace
Hands-on learning
What you'll learn
Import datasets into RStudio; perform Process Capability Analysis
Use RStudio to calculate DPU, DPO, DPMO, Yield, Rolled Throughput Yield (RTY)
Use RStudio to calculate Short & Long Term Z Scores, Cp, Cpk, Pp and Ppk
Skills you'll practice
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
See how employees at top companies are mastering in-demand skills
Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies
About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Introduction to RStudio environment; import data into RStudio and perform Process Capability Analysis.
Process Capability for Discrete Type I Data based on Product Quality - Individual and Overall DPU, DPO, DPMO and Z-Score.
Process Capability for Discrete Type II Data based on Product Quality - Individual and Overall DPU, Yield and Z-Score.
Process Capability based on Process Steps - Classical Yield, First Pass Yield and Rolled Throughput Yield (RTY) for Type I and II Discrete Data.
Process Capability for Continous Data - Calculating Z Score and DPMO for a Mean, Standard Deviation and Specification Limits.
Process Capability for Continous Data - Calculating Z Short Term (Potential), Z Long Term (Actual), Cp, Cpk, Pp, Ppk.
Recommended experience
Basic Statistics (RStudio for Six Sigma - Basic Descriptive Statistics), High School Math.
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Instructor
Offered by
How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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