ASQ Certification

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Description

Minitab Statistical Analysis Fundamentals

Format: Online | Hands-On Software Training

The Alpha TC Minitab Statistical Analysis Fundamentals Course is a practical, application-focused training program designed to help participants use Minitab effectively to analyze data, support decision making, and improve processes.

This course focuses on how to use Minitab, not just statistical theory. Participants learn to select appropriate tools, run analyses correctly, and interpret output with confidence in quality, manufacturing, service, and transactional environments.

The course is suitable for beginner to intermediate users and does not require advanced statistical background.

Course Content

  • Navigating the Minitab interface and data structure

  • Data import, preparation, and visualization

  • Descriptive statistics and graphical analysis

  • Probability distributions and basic inference

  • Hypothesis testing (t-tests, confidence intervals)

  • Correlation and simple regression

  • Control charts and process monitoring

  • Capability analysis and interpretation of results

  • Exporting results and communicating findings

Learning Outcomes

Participants will be able to:

  • Use Minitab to analyze and visualize data

  • Select appropriate statistical tools for common problems

  • Interpret Minitab output accurately

  • Support quality, Lean, and Six Sigma initiatives

  • Communicate data-based conclusions effectively

Course Materials Included

  • Instructor Notes

  • Hands-on examples and exercises

  • Two-year online access to all training materials

Target Audience

Quality professionals, engineers, analysts, Six Sigma practitioners, supervisors, and individuals who need to use Minitab as part of their role.

Content
  • How to Use the Alpha TC Website (as needed)
  • How to Use the Alpha Training and Consulting Website
  • Fundamental Theories (Rev B)
  • Fundamental Theories (1:05:28)
  • Fundamental Theories PDF
  • Additional Content - Fundamental Theories
  • Practice Exam - Fundamental Theories
  • Fundamental Theories Exam
  • (Minitab) Normality Plots
  • (Minitab) Normality Plots (23:59)
  • (Minitab) Normality Plots PDF
  • Central Limit Theorem
  • Central Limit Theorem (1:03:00)
  • Central Limit Theorem PDF
  • Practice Exam - Central Limit Theorem
  • Central Limit Theorem Exam
  • Measurement Systems Analysis (MSA)
  • Measurement System Analysis (MSA) (1:31:22)
  • Measurement Systems Analysis (MSA) PDF
  • Additional Content - Measurement Systems Analysis (MSA)
  • Practice Exam - Measurement Systems Analysis (MSA)
  • Measurement Systems Analysis (MSA) Exam
  • MSA for Destructive Testing
  • MSA for Destructive Testing (32:29)
  • MSA for Destructive Testing PDF
  • Practice Exam - MSA for Destructive Testing
  • MSA for Destructive Testing Exam
  • Capability Study
  • Capability Study (1:09:04)
  • Capability Study PDF
  • Additional Content - Capability Study
  • Practice Exam - Capability Study
  • Capability Study Exam
  • Z Statistic Capability
  • Z Statistic Capability (14:35)
  • Z Statistic Capability PDF
  • Practice Exam - Z Statistic (Capability)
  • Z Statistic (Capability) Exam
  • (Minitab) Capability Studies
  • (Minitab) Capability Studies (9:40)
  • (Minitab) Capability Studies PDF
  • Variables Data SPC (X bar R)
  • Variables Data SPC (52:02)
  • Variables Data SPC (X Bar R) PDF
  • SPC practice Sheets (X bar R).pdf
  • Additional Content - Variables Data SPC (X bar R)
  • Practice Exam - Variables Data SPC
  • Variables Data SPC Exam
  • Short Run SPC (GSIP)
  • Short Run SPC (32:24)
  • Short Run SPC PDF
  • Additional Content - Short Run SPC
  • Practice Exam - Short Run (SPC)
  • Short Run (SPC) Exam
  • X bar S Chart SPC (GSIP)
  • X bar S Chart SPC (4:35)
  • X Bar S Charts SPC PDF
  • Practice Exam - X Bar S Chart (SPC)
  • X Bar S Chart (SPC) Exam
  • P and np Chart SPC (GSIP)
  • p and np Chart (SPC) (49:18)
  • p and np Chart (SPC) PDF
  • Additional Content - p and np Chart SPC
  • Practice Exam - p and np Chart (SPC)
  • p and np Chart (SPC) Exam
  • (Minitab) SPC
  • (Minitab) SPC (6:08)
  • (Minitab) SPC PDF
  • Z Statistic Inference (Sigma is constant)
  • Z Statistic Inference (Sigma is Constant) (1:06:21)
  • Inference Studies Z Statistic (Sigma is Constant) PDF
  • Practice Exam - Z Statistic Inference (Sigma is Constant)
  • Z Statistic Inference (Sigma is Constant) Exam
  • Z Statistic Inference (Sigma Changes)
  • Z Statistic Inference (Sigma Changes) (27:25)
  • Inference Studies Z Statistic (Sigma Changes)
  • Additional Content - Z Statistic Inference (Sigma Changes)
  • Practice Exam - Z Statistic Inference (Sigma Changes)
  • Z Statistic Inference (Sigma Changes) Exam
  • t Statistic Inference
  • t Statistic Inference (27:57)
  • Inference t Statistic PDF
  • Practice Exam - t statistic (Inference)
  • t statistic (Inference) Exam
  • F Statistic Inference
  • F Statistic Inference (30:26)
  • F Statistic Inference PDF
  • Additional Content - F Statistic Inference
  • Practice Exam - F Statistic (Inference)
  • F Statistic (Inference) Exam
  • (Minitab) Z, T, and F Inference Studies
  • (Minitab) Inference Studies Parametric (9:58)
  • (Minitab) Inference Studies Z, T, and F PDF
  • ANOVA Inference
  • ANOVA Inference (42:55)
  • ANOVA Inference Studies PDF
  • ANOVA Worksheet
  • Practice Exam - ANOVA Study (Inference)
  • ANOVA Study (Inference) Exam
  • ANOVA Two Way
  • ANOVA Two Way (45:09)
  • Two Way ANOVA PDF
  • Two Way ANOVA Worksheet PDF
  • Practice Exam - ANOVA Two Way
  • ANOVA Two Way Exam
  • (Minitab) ANOVA Studies
  • (Minitab) ANOVA Studies (12:14)
  • (Minitab) ANOVA PDF
  • Kruskal Wallis Nonparametric
  • Kruskal Wallis Non-Parametric Test (20:03)
  • Kruskal-Wallis Non-Parametric Test PDF
  • Kruskal-Wallis Formula Clarification
  • Additional File Download - Kruskal Wallis Non-Parametric Test
  • Practice Exam - Kruskal Wallis Nonparametric
  • Kruskal Wallis Nonparametric Exam
  • Mann-Whitney Nonparametric U Test
  • Mann Whitney Non-Parametric Test (18:19)
  • Mann Whitney U Test (Nonparametric) PDF
  • Practice Exam - Mann-Whitney Nonparametric U Test
  • Mann-Whitney Nonparametric U Test Exam
  • Levene Nonparametric Test
  • Levene Non-Parametric Test (28:08)
  • Levene's Test (Nonparametric) PDF
  • Additional Content - Levene Nonparametric Test
  • Practice Exam - Levene Nonparametric Test
  • Levene Nonparametric Test Exam
  • Nonparametric Test Summaries
  • Nonparametric Test Summaries (32:40)
  • Nonparametric Tests Summaries PDF
  • Practice Exam - Nonparametric Test Summaries
  • Nonparametric Test Summaries Exam
  • (Minitab) Nonparametric Tests
  • (Minitab) Nonparametric Tests (16:53)
  • (Minitab) Nonparametric Tests PDF
  • Linear Regression Analysis
  • Linear Regression Analysis (40:04)
  • Linear Regression Analysis PDF
  • Additional Content - Linear Regression Analysis
  • Practice Exam - Linear Regression Analysis
  • Linear Regression Analysis Exam
  • Statistical Analysis in Linear Regression
  • Statistical Analysis in Linear Regression (36:45)
  • Statistical Analysis in Linear Regression PDF
  • Practice Exam - Statistical Analysis in Linear Regression
  • Statistical Analysis in Linear Regression Exam
  • Linear Regression Example
  • Linear Regression Example (11:34)
  • Linear Regression Example PDF
  • (Minitab) Linear Regression
  • (Minitab) Linear Regression (12:43)
  • (Minitab) Linear Regression PDF
  • Introduction to Statistical Design of Experiments (DOE)
  • Introduction to Statistical Design Of Experiments (DOE) (1:17:00)
  • Introduction to DOE PDF
  • Additional Content - Intro to Statistical DOE
  • Practice Exam - Introduction to Statistical Design of Experiments (DOE)
  • Introduction to Statistical Design of Experiments (DOE) Exam
  • Full Factorial Design of Experiments (DOE)
  • Full Factorial Design of Experiments (DOE) (51:25)
  • DOE Full Factorial Module PDF
  • Additional Content - Full Factorial DOE
  • Practice Exam - Full Factorial (DOE)
  • Full Factorial (DOE) Exam
  • Fractional Factorial Design of Experiments
  • Fractional Factorial DOE (24:26)
  • DOE Fractional Factorial Design PDF
  • Additional Content - Fractional Factorial DOE
  • Practice Exam - Fractional Factorial (DOE)
  • Fractional Factorial (DOE) Exam
  • Screening Design of Experiments
  • Screening Design of Experiments (DOE) (8:13)
  • DOE Screening Designs PDF
  • Additional Content - Screening DOE
  • Practice Exam - Screening Design of Experiments (DOE)
  • Screening Design of Experiments (DOE) Exam
  • (Minitab) DOE
  • (Minitab) DOE (24:42)
  • (Minitab) DOE
  • Memory Maps (Flow Charts)
  • Memory Maps (Supplemental Content)
  • Appendix
  • Minitab Appendix
Completion rules
  • You must complete the units "F Statistic (Inference) Exam, Screening Design of Experiments (DOE) Exam, Fractional Factorial (DOE) Exam, Full Factorial (DOE) Exam, Introduction to Statistical Design of Experiments (DOE) Exam, Statistical Analysis in Linear Regression Exam, Linear Regression Analysis Exam, Nonparametric Test Summaries Exam, Levene Nonparametric Test Exam, Mann-Whitney Nonparametric U Test Exam, Kruskal Wallis Nonparametric Exam, ANOVA Two Way Exam, ANOVA Study (Inference) Exam, Fundamental Theories Exam, t statistic (Inference) Exam, Z Statistic Inference (Sigma Changes) Exam, Z Statistic Inference (Sigma is Constant) Exam, p and np Chart (SPC) Exam, X Bar S Chart (SPC) Exam, Short Run (SPC) Exam, Variables Data SPC Exam, Z Statistic (Capability) Exam, Capability Study Exam, MSA for Destructive Testing Exam, Measurement Systems Analysis (MSA) Exam, Central Limit Theorem Exam"
  • Leads to a certificate with a duration: 2 years