The course will teach you the competencies and essential skills required to pass the American Society for Quality (ASQ) Certified Six Sigma Green Belt (CSSGB) exam.鈥疶his course focuses specifically on the last three phases of the define, measure, analyze, improve, and control (DMAIC) framework and will enable you to analyze the root causes of existing issues, implement solutions, and ensure the process's sustainability. You will gain insight into data analysis techniques such as hypothesis testing and regression analysis and be able to develop control plans for process improvement. By the end of the course, you will be able to: - Describe the importance of analyzing data and identifying root causes of problems in the process. - Apply data analysis techniques such as hypothesis testing, regression analysis, and correlation analysis to identify the issues in your process. - Develop control plans and strategies for sustaining process improvements. - Use control charts and statistical process control techniques to monitor process performance. The course offers practical exposure with a peer-graded project that enables you to apply your knowledge in real-world scenarios.鈥疶he course is for individuals who wish to analyze and solve quality problems and are working in process improvement teams or involved with Six Sigma, lean, or other quality improvement projects.
Course introduction
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Skills You'll Learn
Data Analysis, Regression Analysis, Six Sigma Methodology, Process Optimization, Process Improvement, Data-Driven Decision-Making, Continuous Improvement Process, Statistical Hypothesis Testing, Root cause analysis, Correlation Analysis, Exploratory Data Analysis, Statistical Process Controls, Quality Improvement, Statistical Analysis
From the lesson
Analyze: Exploratory data analysis (EDA)
Taught By
Jaswant Singh Verma
Skill-Up EdTech Team