RStudio for Six Sigma - Process Capability

About this course

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. By the end of this project, you will understand the concepts like DPU, DPO and DPMO; learn to import discrete defect data file and perform Process Capability Analysis, understand Throughput Yield and Rolled Throughput Yield (RTY) and calculate RTY for data imported from a file, understand Z score, Short and Longterm Standard Deviation, Short and Longterm Z Bench, Cp, Cpk, Pp, Ppk, and perform Process Capability Analysis for continuous data.

What you will 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