Process Capability Analysis | For Engineers

Full Course | All Topics Covered | Six Sigma Analysis Tool | Easy & Simplified

3.85 (34 reviews)
Udemy
platform
English
language
Engineering
category
instructor
119
students
1.5 hours
content
Dec 2019
last update
$19.99
regular price

What you will learn

Process Capability Analysis

Process Capability Indices: Cp Cpk Cpm Pp Ppk

Process Optimization Methods

Control Charts

Statistical Process Control

Six Sigma in Process Capability

Data Distributions

Normality Test

Normal Distributions

Process Performance

Pareto Chart

Examples and Exercises

Description

This course has all what you need!

This complete course will drive you to be an expert in process capability analysis, along with a special learning experience and having all topics covered, simplified and clear.

No prerequisites are needed as the course itself, through section I, will give you all the knowledge that makes you ready to start learning process capability analysis.

Furthermore, the course has examples almost on each discussed topic in order to bring a better understanding of each idea.

The course also show how you can conduct process capability analysis through either Excel or Minitab.

Per what has been mentioned, the course is definitely a good deal for you.

As for the course content.

It starts with introducing important topics such as data distributions, the normal distribution, normality testing and measures of performance.

It then defines the process capability along with its all related indices ( Cp  Cpk  Cpm  Pp Ppk) along with an illustration on the sigma levels, scrap rate, defects per million opportunities ( DPMO ), statistical process control and man others.

As capability analysis is covered, the course then introduces to you all the main optimization techniques for improving the process capability through 7 main steps within the optimization algorithm.

Finally,  you will learn how to implement your optimization measures on the process more efficiently in regard to time.












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Content

Introduction

Data Distributions
Normal Distribution
Normality Testing
Mean & Variance
Measures of Performance

Process Capability Analysis

Process Definition
The Sigma Levels
Cp and Cpk
Cpm
Pp and PpK
Statistical Process Control

Process Capability Optimization

The optimal Distribution
The Loss Function
The P-Diagram
Sources of Variation
The Optimization Algorithm
Implementation

Screenshots

Process Capability Analysis | For Engineers - Screenshot_01Process Capability Analysis | For Engineers - Screenshot_02Process Capability Analysis | For Engineers - Screenshot_03Process Capability Analysis | For Engineers - Screenshot_04

Reviews

Arthur
June 3, 2022
Well this might be explained a bit more comprehensive, like with the p-vale and the explanation of the probability have this distribution outcome, if the distribution was normal, as even with a normal distribution there is a probability having something that looks not normal ditributed,
Rodrigo
February 16, 2022
Excelente curso, muy recomendable y muy agradecido por toda la explicación del contenido. Como usuario creo que sería interesante un foro con el creador del curso para discutir dudas del mismo y que se haga ahora un banco de información que vaya creciendo conforme al tiempo
Luis
February 3, 2022
There is no sample data to follow along or quizzes after each section to check your understanding of the subject material.
Johnny
February 17, 2021
Course was amazing. The shortfall ,however, is that when constructing the performances indexes (Cp/Cpk, Pp/Ppk, Cpm) no indication is given whether the sample options are population based or just samples drawn from the production run randomly or time-based intervals while production run.This obviously is crucial because formulas are different for each option. (Mean & Variation formulas are also different between population choice or sample choice),BUT OVERALL, GREAT COURSE IF YOUR IF YOUR ALREADY MASTERED THE BASICS BEHIND PROCESS CAPABILITY ANALYSIS.
Alois
December 27, 2020
Well illustrated. Why are points on the straight line in the probability plot in Minitab normally distributed? This was not explained.
Cesar
July 28, 2020
Es un curso muy bueno, con un idioma ingles muy entendible, aun y si eres muy nuevo en el idioma o en materia de estadistica.

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2663464
udemy ID
11/19/2019
course created date
1/4/2020
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