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3A1 Basic Statistics – Data Analysis
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3A1 Basic Statistics – Central Tendency
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3A1 Basic Statistics – Dispersion or Spread
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Section 3 Quiz 1 (Basic Statistics)
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3A2 Basic Probability Distributions
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3A2 Basic Probability Distributions – Binomial
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3A2 Basic Probability Distributions – Poisson – Part 1
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3A2 Basic Probability Distributions – Poisson – Part 2
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3A2 Basic Probability Distributions – Weibull
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3A2 Basic Probability Distributions – Normal – Part 1
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3A2 Basic Probability Distributions – Normal – Part 2
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3A2 Basic Probability Distributions – Skewed and Bimodal
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Section 3 Quiz 2 (Probability Distributions)
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3A3 Probability Concepts – Part 1
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3A3 Probability Concepts – Part 2
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3A3 Probability Concepts – Part 3
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Section 3 Quiz 3 (Basic Probability Concepts)
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3A4 Reliability Concepts – Introduction
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3A4 Reliability Concepts – Measures
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3A4 Reliability Concepts – Availability
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3A4 Reliability Concepts – Bathtub Curve
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3A4 Reliability Concepts – Weibull Distribution
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Section 3 Quiz 4 (Reliability)
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3B1 Measurement Scales
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3B2 Data Types
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3B3 Data Collection and Analysis
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3B4 Data Integrity
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3B5 Data Plotting
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Section 3 Quiz 5 (Measurement Scales and Data Types)
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3C1 Sampling Methods
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3C2 Acceptance Sampling – Introduction
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3C2 Acceptance Sampling – Types of Errors
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3C2 Acceptance Sampling – Standards
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3C2 Acceptance Sampling – OC Curve
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3C2 Acceptance Sampling – AQL and AOQL
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3C2 Acceptance Sampling – Attribute Part 1
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3C2 Acceptance Sampling – Attribute Part 2
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3C2 Acceptance Sampling – Attribute Part 3
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3C2 Acceptance Sampling – Attribute Part 4
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3C2 Acceptance Sampling – Variable Sampling
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Section 3 Quiz 6 (Sampling)
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3D Measurement System Analysis – Part 1
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3D Measurement System Analysis – Part 2
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3D Measurement System Analysis – Part 3
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Section 3 Quiz 7 (Measurement System Analysis)
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3E1 Control Limits and Specification Limits
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3E1 Process Stability vs. Process Capability
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3E2 Rational Subgroups
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3E3 Selecting Attribute Control Charts
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3E3 Control Charts for Attributes Data – NP Charts
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3E3 Control Charts for Attributes Data – P Charts
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3E3 Control Charts for Attributes Data – C Charts
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3E3 Control Charts for Attributes Data – U Charts
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3E4 Selecting Variable Control Chart
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3E4 Control Charts for Variable Data – I-MR or X-MR Chart
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3E4 Control Charts for Variable Data – X-bar R and Xbar S Charts
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Section 3 Quiz 8 (Control Charts)
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3E5 Common and Special Cause Variation
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Section 3 Quiz 10 (Causes of Variation and Data Graphics)
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3E6 Process Capability Measures – Cp, Cpk
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3E6 Process Capability Measures – Pp, Ppk
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Section 3 Quiz 9 (Process Capability)
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3F1 Regression and Correlation Models – Introduction
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3F1 Correlation Coefficient
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3F1 Regression Analysis
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Section 3 Quiz 11 (Correlation and Regression)
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3F2 Hypothesis Testing – Introduction
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3F2 Null and Alternate Hypothesis
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3F2 Six Steps in Hypothesis Testing
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3F2 Point and Interval Estimate
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3F2 Confidence Interval Example 1
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3F2 Confidence Interval Example 2
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Section 3 Quiz 12 (Hypothesis Testing)
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3F3 Design of experiments (DOE) – Introduction
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3F3 Design of experiments (DOE) – Definitions
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3F3 Design of experiments (DOE) – More Definitions
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3F3 Design of experiments (DOE) – Plots
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Section 3 Quiz 13 (Design of Experiments)
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3F4 Taguchi Loss Function
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3F4 Robust Design
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Section 3 Quiz 14 (Taguchi Loss Function and Robust Design)
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3F5 Analysis of Variance (ANOVA) – Introduction
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3F5 Analysis of Variance (ANOVA) – Explained
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3F5 Analysis of Variance (ANOVA) – Formulas and Equations