RStudio for Six Sigma - Control Charts

About this course

Welcome to RStudio for Six Sigma - Control Charts. 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 learn to identify data types (Variables, Attribute Type I & II), understand the overview of Statistical Process Control, pick the right Control Chart based on the data type and other criteria, plot and interpret control charts. This Guided Project covers IMR Charts (XMR), Xbar-R Charts, Xbar-S Charts, NP Chart, P Chart, C Chart and U Chart. You will also learn about Western Electric Rules and Nelson's rules used to interpret the stability of the process.

What you will learn

• Import datasets into RStudio; plot and interpret Control Charts.
• Understand data types (Variables, Attribute Type I & II). Choose the correct Control Chart using the algorithm.
• Plot & interpret IMR Charts (XMR), Xbar-R Charts, Xbar-S Charts, NP Charts, P Charts, C Charts and U Charts.