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Statistical Process Control (SPC) Bootcamp (Accredited)

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Rating4.6
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Statistical Process Control (SPC) Bootcamp (Accredited), available at $89.99, has an average rating of 4.61, with 69 lectures, 5 quizzes, based on 296 reviews, and has 1553 subscribers.

You will learn about Gain a strong foundation in basic statistics concepts, including probability distributions like Normal, Binomial, and Poisson, essential for understanding SPC. Benefit from a comprehensive 4-in-1 course structure designed to give you a complete understanding of SPC and Process Capability. Master Statistical Process Control (SPC) techniques, including Control Charts and Process Capability Analysis, using both Excel and Minitab. Learn to create and interpret the most commonly used Control Charts such as I-MR, Xbar-R, Xbar-S, np, p, c, and u charts, with a detailed explanation. Explore less commonly used Control Charts, including Pre Control Charts, Short Run Control Charts, Moving Average Control Charts, EWMA, and CUSUM Charts. Perform Process Capability Analysis by calculating Cp, Cpk, Pp, and Ppk using Excel or Minitab, and understand how to handle non-normal distributions. Gain practical skills to implement SPC in your organization, improving process stability and performance. Boost your career prospects by mastering SPC, a critical component of quality assurance and Six Sigma methodologies. This course is ideal for individuals who are Six Sigma Professionals (Green and Black Belts) or Quality Engineers or Quality Managers or Quality Technicians or Industrial Engineers It is particularly useful for Six Sigma Professionals (Green and Black Belts) or Quality Engineers or Quality Managers or Quality Technicians or Industrial Engineers.

Enroll now: Statistical Process Control (SPC) Bootcamp (Accredited)

Summary

Title: Statistical Process Control (SPC) Bootcamp (Accredited)

Price: $89.99

Average Rating: 4.61

Number of Lectures: 69

Number of Quizzes: 5

Number of Published Lectures: 69

Number of Published Quizzes: 5

Number of Curriculum Items: 74

Number of Published Curriculum Objects: 74

Original Price: $74.99

Quality Status: approved

Status: Live

What You Will Learn

  • Gain a strong foundation in basic statistics concepts, including probability distributions like Normal, Binomial, and Poisson, essential for understanding SPC.
  • Benefit from a comprehensive 4-in-1 course structure designed to give you a complete understanding of SPC and Process Capability.
  • Master Statistical Process Control (SPC) techniques, including Control Charts and Process Capability Analysis, using both Excel and Minitab.
  • Learn to create and interpret the most commonly used Control Charts such as I-MR, Xbar-R, Xbar-S, np, p, c, and u charts, with a detailed explanation.
  • Explore less commonly used Control Charts, including Pre Control Charts, Short Run Control Charts, Moving Average Control Charts, EWMA, and CUSUM Charts.
  • Perform Process Capability Analysis by calculating Cp, Cpk, Pp, and Ppk using Excel or Minitab, and understand how to handle non-normal distributions.
  • Gain practical skills to implement SPC in your organization, improving process stability and performance.
  • Boost your career prospects by mastering SPC, a critical component of quality assurance and Six Sigma methodologies.

Who Should Attend

  • Six Sigma Professionals (Green and Black Belts)
  • Quality Engineers
  • Quality Managers
  • Quality Technicians
  • Industrial Engineers

Target Audiences

  • Six Sigma Professionals (Green and Black Belts)
  • Quality Engineers
  • Quality Managers
  • Quality Technicians
  • Industrial Engineers

Note: Students who complete this course can apply for the certification exam by Quality Gurus Inc. and achieve the Verified Certification from Quality Gurus Inc. It is optional, and there is no separate fee for it. Quality Gurus Inc. is the Authorized Training Partner (ATP # 6034) of the Project Management Institute (PMI®) and the official Recertification Partner of the Society for Human Resource Management (SHRM®)

The verified certification from Quality Gurus Inc. provides you with 7.0 pre-approved PMI PDUs and 7.0 SHRM PDCs at no additional cost to you.

This course is accredited by The CPD Group (UK). You are eligible to claim 7.0 CPDs for this course (Accreditation# 1016216)

Statistical Process Control (SPC) is one of the core IATF 16949 tools.

To confirm if the process is in statistical control, we use Control Charts.

To check if the process can produce output that meets specifications, we perform Process Capability Studies.

This course covers both aspects of Statistical Process Control (SPC): Control charts and Process Capability Studies.

This is the basics-to-advanced course on Statistical Process Control (SPC).

In fact, this is a 4-in-1 course.

Course 1: Statistics Foundation:To understand Control Charts and Process Capability, you need to have a basic understanding of statistical concepts, including probability distributions. Section B of this covers all that you need to understand SPC better.

Course 2: Control Charts/Process Capability Using Minitab:Minitab is the most advanced tool used by professionals to plot Control Charts and perform the Process Capability Analysis.

Course 3: Control Charts/Process Capability Using Excel:In addition to Minitab, you will understand how to perform all these calculations using Microsoft Excel. Minitab is costly and not everyone might have access to Minitab. Microsoft Excel is widely accessible. In addition, when you perform calculations using Excel, you get a much better understanding of what is happening under the hood.

Course 4: Process Capability Analysis: Control Charts just tell if the process is in control or not. To check whether the process is capable, you need to perform the Process Capability Analysis. This course covers all the calculations using Excel and Minitab.

Course Curriculum

Chapter 1: Section A: Basics of SPC

Lecture 1: A1 Section and Course Introduction

Lecture 2: Quality Gurus Inc Certificate, Digital Badge, PMI PDUs, SHRM PDCs (Optional)

Lecture 3: A2 What is Quality

Lecture 4: A3 Understanding a Process

Lecture 5: A4 Variation Part 1

Lecture 6: A4 Variation Part 2

Lecture 7: A6 Process Control vs Process Capability

Lecture 8: Download Course Slides

Chapter 2: Section B – Basics of Statistics

Lecture 1: B1 Basics of Statistics Section Intro

Lecture 2: B2 Data Types

Lecture 3: B3 Central Tendency

Lecture 4: B4 Measurement of Dispersion

Lecture 5: B5 Excel for Data Summary

Lecture 6: B6 Standard Deviation Alternate Approaches

Lecture 7: B7 Plotting Data

Lecture 8: B8 Probability Distributions

Lecture 9: B9 Binomial Theory

Lecture 10: B10 Binomial Calculations

Lecture 11: B11 Poisson Theory

Lecture 12: B12 Poisson Calculations

Lecture 13: B13 Normal Theory

Lecture 14: B14 Normal Tables

Lecture 15: B15 Normal Calculations

Lecture 16: B16 Central Limit Theorem

Lecture 17: B17 Subgroup Size

Lecture 18: B18 Types of Errors

Chapter 3: Section C: Control Charts

Lecture 1: C1 Control Charts Section Introduction

Lecture 2: C2 Control Limit vs Specification Limit

Lecture 3: C3 Two Phases of Control Charts

Lecture 4: C4 Selecting a Control Chart

Lecture 5: C5 np Chart Theory

Lecture 6: C6 np Chart Using Excel and Minitab

Lecture 7: C7 p Chart Theory

Lecture 8: C8 p Chart Using Excel and Minitab

Lecture 9: C9 c Chart Theory

Lecture 10: C10 c Chart Using Excel and Minitab

Lecture 11: C11 u Chart Theory

Lecture 12: C12 u Chart Using Excel and Minitab

Lecture 13: C13 Xbar R Chart Theory

Lecture 14: C14 Xbar R Chart Using Excel Minitab

Lecture 15: C15 Xbar S Chart Theory

Lecture 16: C16 Xbar S Chart Using Excel Minitab

Lecture 17: C17 I MR Chart Theory

Lecture 18: C18 I-MR Chart Using Excel Minitab

Lecture 19: C19 Nelson Rules Part 1

Lecture 20: C20 Nelson Rules Part 2

Lecture 21: C21 Nelson Rules Part 3

Lecture 22: C22 Pre Control Charts

Lecture 23: C23 Short Run Charts Theory

Lecture 24: C24 Short Run Charts Using Excel Minitab

Lecture 25: C25 EWMA Chart Theory

Lecture 26: C26 EWMA Charts Using Excel Minitab

Lecture 27: C27 CUSUM Theory

Lecture 28: C28 CUSUM Chart Using Excel Minitab

Chapter 4: Section D: Process Capability Analysis

Lecture 1: D1 Process Capability Section Introduction

Lecture 2: D2 Control Charts and Process Capability

Lecture 3: D3 Control Charts and Histogram

Lecture 4: D4 Process Capability Indices Introduction

Lecture 5: D5 Calculate Cp Using Minitab

Lecture 6: D6 Sigma Within and Overall

Lecture 7: D7 Calculate Cp Using Excel

Lecture 8: D8 The problem with Cp

Lecture 9: D9 Calculating Cpk

Lecture 10: D10 Process Performance Pp Ppk

Lecture 11: D11 Checking Normality

Lecture 12: D12 Normality Test – Excel and Minitab

Lecture 13: D13 Non-Normal Data – Example Part 1

Lecture 14: D14 Non-Normal Data – Example Part 2

Chapter 5: BONUS

Lecture 1: BONUS LECTURE

Instructors

Rating Distribution

  • 1 stars: 4 votes
  • 2 stars: 4 votes
  • 3 stars: 25 votes
  • 4 stars: 86 votes
  • 5 stars: 177 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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