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Black Belt: Course Topics

  • Introduction to Lean Six Sigma
  • Six Sigma Green Belt Review
  • Sampling Methods
  • Financial Metrics
  • Introduction to Probability
  • Introduction to Statistics
  • Types of Data and Measurement Scales
  • Descriptive Statistics
  • Discrete Probability Distributions
  • Continuous Probability Distributions
  • Central Limit Theorem
  • Confidence Intervals
  • Hypothesis Testing
  • Introduction to Minitab
  • Minitab Lab: Descriptive Statistics
  • Survey Design & Analysis Exercise
  • Minitab Lab: Hypothesis Testing & Confidence Intervals on the Mean
  • Minitab Lab: Comparing Two Means
  • Minitab Lab: ANOVA & Checking Assumptions
  • Minitab Lab: Correlation & Simple Linear Regression
  • Minitab Lab: Anscombe’s Quartet
  • Regression Diagnostics and Prediction
  • Minitab Lab: Regression Diagnostics
  • Advanced Project Management
  • Quality Function Deployment (QFD)
  • Failure Mode and Effects Analysis (FMEA)
  • Selected Management Tools
  • Managing Six Sigma Teams
  • Training Methods + Exercise
  • Lean GB Review
  • Lean Calculations
  • Kaizen Event Planning
  • Value Stream Mapping
  • Multiple Linear Regression
  • Minitab Lab: Multiple Linear Regression
  • Modeling with Indicator Variables + Minitab Exercise
  • Logistic Regression + Minitab Exercise
  • Chi-squared Tests + Minitab Exercises
  • Design of Experiments: Two-way ANOVA
  • Design of Experiments: Randomized Complete Block Designs
  • Design of Experiments: Factorial Designs
  • Design of Experiments: Fractional Factorial Designs
  • Statistical Process Control + Minitab Exercises
  • Process Capability
  • Minitab Lab: Process Capability