Process Capability Expert Course

Process Capability Expert Course udemy course

Hands-on Practice with Normal, Weibull, Binomial Process Capability (Cp, Cpk, Pp, Ppk, Cpm, Z Scores), Box Cox & Johnson

The purpose of this course is simply to make you an expert of 'Process Capability' in your organization or professional network.

Process Capability is a fascinating concept because it links Customer Needs to Process Performance and helps to create futuristic view of process performance that business leaders love. It is also an useful measure to benchmark processes. While developing  new process, 6-sigma projects, Statistical Process Control, process monitoring and proving machine capability this concept will be applicable.

You will learn practical tips and strategies that go beyond textbook definition of process capability in this course.

Two Assignments for your practice and solution keys to check

All Analysis Practice  - Follow the Instructor step by step and do it on yourself

Download more than 6 practice dataset files

Basic Concepts covered:

• Process Capability

• Indices – Cp, Cpk, Cpm, Z Scores

• Long term/Short term Capability

• Interpretation & Improvement Strategies

• Conduct Process Capability Study

  • Step by Step Procedure

  • Pre-requisites Testing - Normality and Stability

  • MS-Excel Based Calculation

Advanced Concepts

• Decision with skewed data, outliers, non-normal, not able to identify distribution, defects & defectives data

• Detailed Minitab based treatments

• Types of Process Capability

  • Normal Process Capability - Observed, Overall

  • Within/Between

  • Weibull Process Capability

  • Binomial Process Capability

• Data Transformation

  • Box-Cox Transformation

  • Johnson Transformation

  • Lambda Hyper tuning

This course material will be very helpful if you are preparing for ASQ CQE, CQT or CQIA exams