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This Lean Six Sigma course by Robo CAD focuses on hands-on statistical analysis and process improvement using Microsoft Excel. It starts with foundational Lean Six Sigma concepts such as Lean manufacturing principles, process mapping, types of data, and types of variations (common vs special cause).
The course emphasizes practical Excel applications: calculating sample size, Sigma level, mean, median, mode, standard deviation, box plots, histograms, bell curves, correlation, regression, one-way and two-way ANOVA, and P-values. Students also learn to evaluate process performance through process capability calculations, Anderson-Darling normality tests, defects per opportunity (DPO), DPMO, and probability analysis.
Advanced topics include root cause analysis, action plans, run charts, and Gantt charts, providing learners with tools to identify, analyze, and improve processes effectively. By the end of this training, participants gain actionable skills to measure, analyze, and optimize processes, preparing them for practical Lean Six Sigma implementation in manufacturing, service, or administrative environments.