Process Capability Analysis

A complete course the helps you jump from beginner to expert level in process capability analysis.

The course just cover all topics along with bunch of examples and applications using either excel or Minitab.

Al Capability Indices are included: Cp  Cpk  Cpm  Pp  Ppk

The course also explains about data distribution, then bring more focus on the normal distribution. 

All the six sigma levels are explained in details.

The course includes also the process capability optimization techniques and algorithms.  

• Introduction
• Sec01 Lec01 Data Distributions
• Sec01 Lec02 Normal Distribution
• Sec01 Lec03 Normality Testing
• Sec01 Lec04 Mean & Variance
• Sec01 Lec05 Measures of Performance
• Sec02 Lec01 Process Definition
• Sec02 Lec02 The Sigma Levels
• Sec02 Lec03 Cp and Cpk
• Sec02 Lec04 Cpm
• Sec02 Lec05 Pp and Ppk
• Sec02 Lec06 Statistical Process Control
• Sec03 Lec01 The Optimal Distribution
• Sec03 Lec02 The Loss Function
• Sec03 Lec03 The P Diagram
• Sec03 Lec04 Sources of Variation
• Sec03 Lec05 The Optimization Algorithm
• Sec03 Lec06 Implementation