Advanced Lean Six Sigma

Advanced Lean Six Sigma Tools and Techniques

What you'll learn
Advanced Tools of Lean Six Sigma
Master Six Sigma tools like PDCA, DMAIC, and SIPOC for process improvement.
Perform statistical analysis in Excel, including sampling techniques.
Analyze process performance using Yield, DPU, and DPMO for discrete data.
Apply control charts (ImR, XbarR, XbarS) to monitor process stability.
Conduct hypothesis testing and interpret results using z-tests, t-tests, and ANOVA.
Complete a Lean Six Sigma project using real-world examples and provided templates.

Requirements
A basic understanding of Lean Six Sigma concepts and tools.
Familiarity with key quality concepts and methodologies.
Basic knowledge of statistics, including concepts like mean, standard deviation, and probability.
Access to a computer with Excel, as it will be used for statistical analysis.

Description
The Advanced Lean Six Sigma Course, where you’ll master the tools and techniques to drive process improvement and make data-driven decisions. In this course, you'll:- Dive deep into Six Sigma tools like PDCA, DMAIC, and SIPOC.- Learn to perform statistical analysis using Excel, including sampling techniques.- Explore key performance metrics like Yield, DPU, and DPMO for discrete data analysis.- Understand statistical process control with control charts like ImR, XbarR, and XbarS.- Analyze continuous data using tools like Z-scores, T-scores, and the Central Limit Theorem.- Conduct hypothesis testing with confidence intervals, z-tests, t-tests, and ANOVA.- Apply linear regression, covariance, and correlation, using Excel for real-world analysis.- Complete a hands-on Lean Six Sigma project from start to finish.- Newly added section - KPI Explained. Dive deep into understanding of Key Performance Indicators (KPI)I will walk you through difficult statistics concepts, and will teach you how to use statistical tools and interpret results of analysis.This course offers practical, real-life examples for each concept and includes all templates and materials you’ll need to succeed. Whether you're advancing your career or leading process improvement projects, this course gives you the skills and confidence to deliver measurable results. Let’s make Excel do the heavy lifting while you focus on applying and understanding powerful Lean Six Sigma tools!

Who this course is for:
Quality managers and engineers aiming to enhance their process improvement skills., Lean Six Sigma practitioners ready to tackle complex data analysis and process control., Business analysts and project managers seeking to implement Six Sigma in their organizations., Professionals preparing for Lean Six Sigma Green or Black Belt certification., Anyone with a basic knowledge of Six Sigma and statistics looking to lead data-driven projects.