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Statistical Process Control (SPC) Bootcamp
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A1 Section and Course Introduction
A2 What is Quality
A3 Understanding a Process
A4 Variation Part 1
A5 Variation Part 2
A6 Process Control vs Process Capability
Download Course Slides
Quiz 1: Basics of SPC
B1 Basics of Statistics Section Intro
B2 Data Types
B3 Central Tendency
B4 Measurement of Dispersion
B5 Excel for Data Summary
B6 Standard Deviation Alternate Approaches
B7 Plotting Data
B8 Probability Distributions
B9 Binomial Theory
B10 Binomial Calculations
B11 Poisson Theory
B12 Poisson Calculations
B13 Normal Theory
B14 Normal Tables
B15 Normal Calculations
B16 Central Limit Theorem
B17 Subgroup Size
B18 Types of Errors
Quiz 2: Probability Distributions
Download Data Files - Excel and Minitab (Control Charts)
C1 Control Charts Section Introduction
C2 Control Limit vs Specification Limit
C3 Two Phases of Control Charts
C4 Selecting a Control Chart
C5 np Chart Theory
C6 np Chart Using Excel and Minitab
C7 p Chart Theory
C8 p Chart Using Excel and Minitab
C9 c Chart Theory
C10 c Chart Using Excel and Minitab
C11 u Chart Theory
C12 u Chart Using Excel and Minitab
C13 Xbar R Chart Theory
C14 Xbar R Chart Using Excel Minitab
C15 Xbar S Chart Theory
C16 Xbar S Chart Using Excel Minitab
C17 I MR Chart Theory
C18 I-MR Chart Using Excel Minitab
C19 Nelson Rules Part 1
C20 Nelson Rules Part 2
C21 Nelson Rules Part 3
C22 Pre Control Charts
C23 Short Run Charts Theory
C24 Short Run Charts Using Excel Minitab
C25 EWMA Chart Theory
C26 EWMA Charts Using Excel Minitab
C27 CUSUM Theory
C28 CUSUM Chart Using Excel Minitab
Quiz 3: Control Charts
Download Data Files - Excel and Minitab (Process Capability)
D1 Process Capability Section Introduction
D2 Control Charts and Process Capability
D3 Control Charts and Histogram
D4 Process Capability Indices Introduction
D5 Calculate Cp Using Minitab
D6 Sigma Within and Overall
D7 Calculate Cp Using Excel
D8 The problem with Cp
D9 Calculating Cpk
D10 Process Performance Pp Ppk
D11 Checking Normality
D12 Normality Test - Excel and Minitab
D13 Non-Normal Data - Example Part 1
D14 Non-Normal Data - Example Part 2
Quiz 4: Process Capability Analysis
SPC Course Test Final
A. Basic of SPC
A1 Section and Course Introduction
Preview
A2 What is Quality
A3 Understanding a Process
A4 Variation Part 1
A5 Variation Part 2
A6 Process Control vs Process Capability
Download Course Slides
Quiz 1: Basics of SPC
B. Basics of Statistics
B1 Basics of Statistics Section Intro
Preview
B2 Data Types
B3 Central Tendency
B4 Measurement of Dispersion
B5 Excel for Data Summary
B6 Standard Deviation Alternate Approaches
B7 Plotting Data
B8 Probability Distributions
B9 Binomial Theory
B10 Binomial Calculations
B11 Poisson Theory
B12 Poisson Calculations
B13 Normal Theory
B14 Normal Tables
B15 Normal Calculations
B16 Central Limit Theorem
B17 Subgroup Size
B18 Types of Errors
Quiz 2: Probability Distributions
C. Control Charts
Download Data Files - Excel and Minitab (Control Charts)
C1 Control Charts Section Introduction
C2 Control Limit vs Specification Limit
C3 Two Phases of Control Charts
C4 Selecting a Control Chart
C5 np Chart Theory
C6 np Chart Using Excel and Minitab
C7 p Chart Theory
C8 p Chart Using Excel and Minitab
C9 c Chart Theory
C10 c Chart Using Excel and Minitab
C11 u Chart Theory
C12 u Chart Using Excel and Minitab
C13 Xbar R Chart Theory
C14 Xbar R Chart Using Excel Minitab
C15 Xbar S Chart Theory
C16 Xbar S Chart Using Excel Minitab
C17 I MR Chart Theory
C18 I-MR Chart Using Excel Minitab
C19 Nelson Rules Part 1
C20 Nelson Rules Part 2
C21 Nelson Rules Part 3
C22 Pre Control Charts
C23 Short Run Charts Theory
C24 Short Run Charts Using Excel Minitab
C25 EWMA Chart Theory
C26 EWMA Charts Using Excel Minitab
C27 CUSUM Theory
C28 CUSUM Chart Using Excel Minitab
Quiz 3: Control Charts
D. Process Capability Analysis
Download Data Files - Excel and Minitab (Process Capability)
D1 Process Capability Section Introduction
D2 Control Charts and Process Capability
D3 Control Charts and Histogram
D4 Process Capability Indices Introduction
D5 Calculate Cp Using Minitab
D6 Sigma Within and Overall
D7 Calculate Cp Using Excel
D8 The problem with Cp
D9 Calculating Cpk
D10 Process Performance Pp Ppk
D11 Checking Normality
D12 Normality Test - Excel and Minitab
D13 Non-Normal Data - Example Part 1
D14 Non-Normal Data - Example Part 2
Quiz 4: Process Capability Analysis
E. Conclusion
SPC Course Test Final
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