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Lean Six Sigma Green Belt: Analyze & Improve

Ce cours n'est pas disponible en Français (France)

Nous sommes actuellement en train de le traduire dans plus de langues.

Lean Six Sigma Green Belt: Analyze & Improve

Ce cours fait partie de Spécialisation "Lean Six Sigma Green Belt Professional Training"

Instructeur : EDUCBA

Inclus avec

3 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

11 avis

9 heures à compléter

Planning flexible

Apprenez à votre propre rythme

3 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

11 avis

9 heures à compléter

Planning flexible

Apprenez à votre propre rythme

Ce que vous apprendrez

Apply DMAIC to improve process efficiency and quality.
Use tools like SIPOC, FMEA, DOE, and regression analysis.
Implement and sustain Lean Six Sigma improvements effectively.

Compétences que vous acquerrez

Catégorie : Requirements Management
Catégorie : Lean Manufacturing
Catégorie : Statistical Hypothesis Testing
Catégorie : Process Improvement
Catégorie : Project Scoping
Catégorie : Quality Improvement
Catégorie : Organizational Leadership
Catégorie : Statistical Methods
Catégorie : Six Sigma Methodology
Catégorie : Process Improvement and Optimization
Catégorie : Process Mapping
Catégorie : Scope Management
Catégorie : Process Analysis
Catégorie : Statistical Analysis
Catégorie : Data Analysis
Catégorie : Lean Methodologies
Catégorie : Project Documentation
Catégorie : Organizational Change
Catégorie : Root Cause Analysis
Catégorie : Lean Six Sigma

Détails à connaître

Certificat partageable

Ajouter à votre profil LinkedIn

Évaluations

13 devoirs

Enseigné en Anglais

91%

of learners achieved a positive career outcome

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Élaborez votre expertise du sujet

Ce cours fait partie de la Spécialisation "Lean Six Sigma Green Belt Professional Training"

Lorsque vous vous inscrivez à ce cours, vous êtes également inscrit(e) à cette Spécialisation.

Apprenez de nouveaux concepts auprès d'experts du secteur
Acquérez une compréhension de base d'un sujet ou d'un outil
Développez des compétences professionnelles avec des projets pratiques
Obtenez un certificat professionnel partageable

Il y a 3 modules dans ce cours

By the end of this course, learners will be able to define project scope, apply Lean tools to eliminate waste, measure process performance with statistical methods, analyze data to identify root causes, and implement sustainable improvements. Designed around the DMAIC methodology, this course equips learners with practical tools such as SIPOC, VOC, QFD, MSA, regression, ANOVA, DOE, and FMEA.

Learners will benefit by gaining a strong foundation in Six Sigma and Lean principles, enabling them to drive efficiency, reduce variation, and achieve measurable business outcomes. Each module provides hands-on exposure to real-world scenarios, ensuring participants can translate theory into practice. What makes this course unique is its comprehensive alignment with Green Belt exam preparation, structured practice and graded quizzes, and emphasis on both technical rigor and organizational change management. Learners will not only master statistical analysis but also develop the leadership mindset required to guide teams and sustain improvements. This ensures readiness for both certification success and career advancement in process excellence.

Détails du module

This module introduces learners to the fundamentals of Six Sigma, Lean thinking, and waste reduction. Participants will explore the Define phase, Voice of the Customer (VOC), project charters, and Lean tools such as 5S, Poka Yoke, SMED, and Kanban. By the end of this module, learners will understand how to identify customer needs, outline project scope, and apply Lean methods for improving efficiency.

Inclus

16 vidéos4 devoirs

16 vidéosTotal 75 minutes

Introduction - Till Measure3 minutes
Introduction - Till Change Management3 minutes
Six Sigma Team Formation4 minutes
Introduction To Define4 minutes
VOC - Voice of Customer1 minute
QFD - Quality Functional Deployment5 minutes
Define Tools3 minutes
Project Charter3 minutes
Introduction to Lean & Theory of Constraints10 minutes
Introduction to Lean & Theory of Constraints Continues10 minutes
Value stream mapping11 minutes
7 Wastes6 minutes
5 S4 minutes
Poka Yoke1 minute
SMED4 minutes
Lean - Kanban2 minutes

4 devoirsTotal 60 minutes

Introduction and Six Sigma Basics10 minutes
Define Phase Tools and Customer Focus10 minutes
Lean Principles and Waste Reduction10 minutes
Graded-Foundations of Six Sigma and Lean Concepts30 minutes

This module emphasizes the Measure phase of Six Sigma, where data accuracy and statistical foundations are established. Learners will explore Measurement System Analysis (MSA), descriptive statistics, control charts, process capability indices, and hypothesis testing. By mastering these tools, learners will be equipped to collect valid data and evaluate process performance with confidence.

Inclus

14 vidéos4 devoirs

14 vidéosTotal 81 minutes

Introduction to Measure and Balance score6 minutes
Measure - MSA5 minutes
Data Collection Basics7 minutes
Sampling and Data Types8 minutes
Descriptive Statistics2 minutes
Process Capability Concepts9 minutes
Process Capability Indices4 minutes
Control Charts and Variability2 minutes
Understanding Normal Distribution4 minutes
Hypothesis Testing Foundations5 minutes
Advanced Hypothesis Testing12 minutes
Regression and Correlation Basics4 minutes
Advanced Regression Techniques7 minutes
Summary and Review6 minutes

4 devoirsTotal 60 minutes

Introduction to Measure Phase10 minutes
Statistical Foundations and Process Capability10 minutes
Advanced Measurement and Review10 minutes
Graded-Measure Phase – Building the Analytical Foundation30 minutes

This module guides learners through the Analyze, Improve, and Control phases of DMAIC. It covers tools for root cause identification, regression, correlation, ANOVA, DOE, Multi-Vari, FMEA, risk analysis, and process optimization. Learners will also explore solution implementation, pilot testing, and sustaining improvements to achieve long-term process excellence.

Inclus

18 vidéos5 devoirs

18 vidéosTotal 105 minutes

Introduction and Data Exploration8 minutes
Root Cause Identification3 minutes
Process Mapping and Flow Analysis7 minutes
Hypothesis Testing Applications7 minutes
Regression Analysis10 minutes
Correlation and Scatter Plots4 minutes
ANOVA for Process Comparison3 minutes
Design of Experiments (DOE) Basics5 minutes
Multi-Vari and Advanced DOE5 minutes
Failure Modes and Effects Analysis2 minutes
Simulation and Modeling6 minutes
Risk Analysis and Mitigation8 minutes
Summary and Consolidation3 minutes
Review and Transition to Improve3 minutes
Introduction and Tools10 minutes
Process Optimization9 minutes
Implementing Solutions3 minutes
Sustaining Improvements10 minutes

5 devoirsTotal 70 minutes

Root Cause and Data Analysis10 minutes
Regression, Correlation, and ANOVA10 minutes
Advanced Analysis Techniques10 minutes
Improve & Control Implementation10 minutes
Graded-Analyze, Improve & Control – Advanced Problem Solving30 minutes

Obtenez un certificat professionnel

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