Lean Master Black Belt Six Sigma Training/Certification
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Overview Overview of Six Sigma DMAIC Methodology Overview Financial Benefits of Six Sigma The Impact of Six Sigma to The Organization The Six Sigma Language Project Prioritization Training the Trainer Integrating DMADV (Design for Six Sigma Methodology) with DMAIC Leading Organizational Change Define Project Management Project Definition Project Charter Developing a Business Case Chartering a Team Defining Roles and Responsibilities Gathering Voice of the Customer, Support for Project Translating Customer Needs into Specific Requirements (CTQs) SIPOC Diagram Define Phase Review Measure Process Mapping (As-Is Process) Data Attributes (Continuous Versus Discrete) Defining Metrics Measurement System Analysis Gage Repeatability and Reproducibility Data Collection Techniques Calculating Sample Size Data Collection Plan Understanding Variation Measuring Process Capability Calculating Process Sigma Level Rolled Throughput Yield Visually Displaying Baseline Performance Statistical Software Training Measurement Phase Review Analyze Visually Displaying Data (Histogram, Run Chart, Pareto Chart, Scatter Diagram) Detailed (Lower Level) Process Mapping of Critical Areas Value-Added Analysis Cause and Effect Analysis (a.k.a. Fishbone, Ishikawa) Affinity Diagram Data Segmentation and Stratification Correlation and Regression (Linear, Multiple) Process Performance (Cp, CpK, Pp, PpK, CpM) Short Term Versus Long Term Capability Non-Normal Data Distribution Transformations Central Limit Theorem Goodness of Fit Testing Hypothesis Testing Analysis of Variance (ANOVA), Two Sample T-Tests, Chi Squared Test Design of Experiments (DOE) - Full, Fractional Factorials Verification of Root Causes Determining Opportunity (Defects and Financial) for Improvement Project Charter Review and Revision Statistical Software Training Analyze Phase Review Improve Brainstorming Multi-Voting Process Simulation Quality Function Deployment (House of Quality) Selecting a Solution Failure Modes and Effects Analysis (FMEA) Poka Yoke (Mistake Proofing Your New Process) Piloting Your Solution Implementation Planning Statistical Software Training Culture Modification Planning For Your Organization Improve Phase Review Control Assessing The Results of Process Improvement Statistical Process Control (SPC) Rational Subgrouping Establishing Process Standards for Inputs, Process and Outputs Developing a Process Control Plan Documenting the Process Statistical Software Training Control Phase Review