Quality Management
Lean Six Sigma Black Belt
Categories: Online
Lean Six Sigma Black Belt
Categories: Online
Course Methodology
The Lean Six Sigma Black Belt certification program utilizes a variety of individual and team exercises, case studies, assessments, videos and group discussions.
Course Objectives
Upon completing the Lean Six Sigma Black Belt, participants will be able to:
- Gain an in-depth understanding of quality improvement methodology.
- Improve leadership skills in driving efficient projects, managing processes and people.
- Adopt a process-centric approach to streamline operations.
- Lead and supervise a team of professionals working on process improvement.
- Develop problem-solving skills to address the flaws identified in the initial phase.
- Reduce wastage of resources in the process.
- Take data-driven decisions to improve the processes.
- Develop a continuous improvement culture and sustainable quality improvement.
- Eliminate errors and reduce variations in the processes to increase the success of the project.
- Manage stakeholders effectively to meet organizational goals.
Target Audience
Lean Six Sigma Black Belt is designed for professionals functioning across varied sectors who aspire to lead in process improvement projects such as business heads, business analysts, managers, engineers, quality professionals, IT professionals, project managers and advisors.
Target Competencies
- Leadership Skills
- Analytical Skills
- Problem- Solving skills
- Process Mapping
- Error Proofing
- Process- Improvement
Introduction
Lean Six Sigma Black Belt is the highest and the most sought-after six sigma certification program that combines ‘lean’ and ‘six sigma’ principles which equips individuals with the leadership skills required to lead projects, oversee process improvement and keep team members on track to meet goals and deadlines.
Module 1: Introduction to Statistics and Estimation
- Introduction to Statistics
- Measures of Central Tendency and Dispersion
- Types of variation
- Normal Distribution
- Introduction to six sigma
- Characteristics of normal distribution
- Control limits ad specification limits
- Normal Distribution versus standard normal distribution
- Areas and Probabilities in a Normal Curve
- Probabilities of defects – Intro to z – Value
- Empirical Cumulative Distribution Function
- Estimation – Graphical Summary
Module 2: Data Visualization Tools
- Normal probability plot
- Visualizing data with single variable
- Histogram
- Box Plot
- Pie Chart
- Bar Chart
- Visualizing Data with Two Variables
- Scatterplot
- Box Plot with Groups
- Transposed Box Plot
- Stacked Bar Graph
Module 3: Hypothesis Testing
- Root Cause Validation Using Statistical Thinking
- Introduction to Hypothesis Testing
- Understanding Null/ Alternate Hypothesis & p-Value
- Steps to Perform Hypothesis Testing
- Types of Hypothesis Tests & Processes
- 1 Sample z – Test
- 1 Sample T-Test
- ANNOVA
- 2 – Sample Test
- Kruskal Wallis Test
- Linear Regression
- Logistic Regression
- Chi-Square Analysis
- Overview of Design of Experiments
Module 4: Control Charts
- Introduction to Statistical Process Control
- Common Cause Versus Special Cause
- Components of a Control Chart
- Rational Sub-Grouping
- Types of Control Charts
- I-MR Chart
- X-Bar R Chart
- P Chart
- NP Chart
- U Chart
- C Chart
The American Certification Institute (ACI) is an international professional certification body that offers training, testing and certification issuance for a varied range of business-related programs. Blue Ocean Academy is associated with the US-based American Certification Institute to offer Six Sigma certification courses in the UAE, India and other GCC countries.
Course Methodology
The Lean Six Sigma Black Belt certification program utilizes a variety of individual and team exercises, case studies, assessments, videos and group discussions.
Course Objectives
Upon completing the Lean Six Sigma Black Belt, participants will be able to:
- Gain an in-depth understanding of quality improvement methodology.
- Improve leadership skills in driving efficient projects, managing processes and people.
- Adopt a process-centric approach to streamline operations.
- Lead and supervise a team of professionals working on process improvement.
- Develop problem-solving skills to address the flaws identified in the initial phase.
- Reduce wastage of resources in the process.
- Take data-driven decisions to improve the processes.
- Develop a continuous improvement culture and sustainable quality improvement.
- Eliminate errors and reduce variations in the processes to increase the success of the project.
- Manage stakeholders effectively to meet organizational goals.
Target Audience
Lean Six Sigma Black Belt is designed for professionals functioning across varied sectors who aspire to lead in process improvement projects such as business heads, business analysts, managers, engineers, quality professionals, IT professionals, project managers and advisors.
Target Competencies
- Leadership Skills
- Analytical Skills
- Problem- Solving skills
- Process Mapping
- Error Proofing
- Process- Improvement
Introduction
Lean Six Sigma Black Belt is the highest and the most sought-after six sigma certification program that combines ‘lean’ and ‘six sigma’ principles which equips individuals with the leadership skills required to lead projects, oversee process improvement and keep team members on track to meet goals and deadlines.
Module 1: Introduction to Statistics and Estimation
- Introduction to Statistics
- Measures of Central Tendency and Dispersion
- Types of variation
- Normal Distribution
- Introduction to six sigma
- Characteristics of normal distribution
- Control limits ad specification limits
- Normal Distribution versus standard normal distribution
- Areas and Probabilities in a Normal Curve
- Probabilities of defects – Intro to z – Value
- Empirical Cumulative Distribution Function
- Estimation – Graphical Summary
Module 2: Data Visualization Tools
- Normal probability plot
- Visualizing data with single variable
- Histogram
- Box Plot
- Pie Chart
- Bar Chart
- Visualizing Data with Two Variables
- Scatterplot
- Box Plot with Groups
- Transposed Box Plot
- Stacked Bar Graph
Module 3: Hypothesis Testing
- Root Cause Validation Using Statistical Thinking
- Introduction to Hypothesis Testing
- Understanding Null/ Alternate Hypothesis & p-Value
- Steps to Perform Hypothesis Testing
- Types of Hypothesis Tests & Processes
- 1 Sample z – Test
- 1 Sample T-Test
- ANNOVA
- 2 – Sample Test
- Kruskal Wallis Test
- Linear Regression
- Logistic Regression
- Chi-Square Analysis
- Overview of Design of Experiments
Module 4: Control Charts
- Introduction to Statistical Process Control
- Common Cause Versus Special Cause
- Components of a Control Chart
- Rational Sub-Grouping
- Types of Control Charts
- I-MR Chart
- X-Bar R Chart
- P Chart
- NP Chart
- U Chart
- C Chart
The American Certification Institute (ACI) is an international professional certification body that offers training, testing and certification issuance for a varied range of business-related programs. Blue Ocean Academy is associated with the US-based American Certification Institute to offer Six Sigma certification courses in the UAE, India and other GCC countries.