Process Capability Expert Course

Process Capability Expert Course, available at $54.99, has an average rating of 4.4, with 19 lectures, based on 10 reviews, and has 54 subscribers.

You will learn about 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 This course is ideal for individuals who are Process Engineers & Manufacturing Managers or Quality Engineers or Supply Chain Managers or Business Excellence and Process Improvement Professionals across sectors It is particularly useful for Process Engineers & Manufacturing Managers or Quality Engineers or Supply Chain Managers or Business Excellence and Process Improvement Professionals across sectors.

Enroll now: Process Capability Expert Course

Summary

Title: Process Capability Expert Course

Price: $54.99

Average Rating: 4.4

Number of Lectures: 19

Number of Published Lectures: 19

Number of Curriculum Items: 21

Number of Published Curriculum Objects: 21

Original Price: $19.99

Quality Status: approved

Status: Live

What You Will 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

Who Should Attend

Process Engineers & Manufacturing Managers
Quality Engineers
Supply Chain Managers
Business Excellence and Process Improvement Professionals across sectors

Target Audiences

Process Engineers & Manufacturing Managers
Quality Engineers
Supply Chain Managers
Business Excellence and Process Improvement Professionals across sectors

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

Course Curriculum

Chapter 1: Welcome

Lecture 1: Introduction

Chapter 2: Basic Concepts of Process Capability

Lecture 1: Process Capability – What & Why

Lecture 2: Step by Step Process to Perform Process Capability Study

Lecture 3: Class Files

Lecture 4: Process Capability Indices – Computing Cp, Cpk and Z Scores in Excel

Lecture 5: Long Term Vs Short Term Process Capability

Lecture 6: How Process Capability Assessment can be Useful

Chapter 3: Advanced Concepts of Process Capability with Minitab

Lecture 1: How to Selection which Process Capability Study to Perform

Lecture 2: Performing Normal Process Capability in Minitab (1)

Lecture 3: Performing Normal Process Capability in Minitab (2) – Cpm Computation

Lecture 4: Performing Normal Process Capability in Minitab (3) – Six Pack Analysis

Lecture 5: Results of Process Capability in Minitab – Observed, Expected, Overall, Within

Lecture 6: Improvement Strategies Based on Cp, Cpk, Pp, Ppk, Cpm

Chapter 4: Data Transformation to handle non-normal data

Lecture 1: Transforming Non-Normal Data with Box Cox Transformation

Lecture 2: Hyper parameter tuning of Box-Cox and Johnson Transformation

Lecture 3: How to select between Box-Cox & Johnson Transformation – Practical Dataset

Chapter 5: Weibull, Binomial & Poisson Process Capability

Lecture 1: Performing Weibull Process Capability & Interpretation of Results

Lecture 2: Performing Binomial Process Capability & Interpreting results

Lecture 3: Performing Poisson Process Capability in Minitab

Instructors

Nilakantasrinivasan Janakiraman
Customer Experience & Business Transformation Leader

Rating Distribution

1 stars: 0 votes
2 stars: 0 votes
3 stars: 3 votes
4 stars: 2 votes
5 stars: 5 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!

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