Process Capability Expert Course
Learn the basic concepts of process capability and how to conduct a study using MS-Excel and Minitab. This course covers topics such as Cp, Cpk, Pp, Ppk, Z Scores, and more. Gain practical tips and strategies to become an expert in process capability. Perfect for process engineers, manufacturing managers, quality engineers, and business improvement professionals. Ideal for those preparing for ASQ CQE, CQT, or CQIA exams. Enhance your organization’s performance and benchmark processes with this comprehensive course.
What you’ll learn
- Basic Concepts of Process capability – Cp, Cpk, Pp,Ppk, Cpm, Z Scores, USL, LSL
- Step by Step Process to conduct study – Analysis in MS-Excel & Minitab
- Process Capability Concepts – Normality, Stability, Six Pack Analysis, Long Term Vs Short Term, Observed, Expected, Overall, Within, Z Bench
- Data Transformation Techniques – Box-Cox and Johnson Transformation, Hypertuning Lambda
- Decisioning which Process Capability Study to perform for all practical challenging situations – Normal, Weibull, Binomial
- Lot of Practice Files and Practical Improvement Strategies/Tips
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
Who this course is for:
- Process Engineers & Manufacturing Managers
- Quality Engineers
- Supply Chain Managers
- Business Excellence and Process Improvement Professionals across sectors
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