The DMAIC Framework: Analyze, Improve, and Control Phase

This course is part of ASQ-Certified Six Sigma Green Belt (CSSGB) Exam Prep Specialization

Instructors: Jaswant Singh Verma +1 more

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What you'll learn

  •   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.
  • Skills you'll gain

  •   Correlation Analysis
  •   Statistical Process Controls
  •   Data Analysis
  •   Exploratory Data Analysis
  •   Process Improvement
  •   Process Optimization
  •   Statistical Hypothesis Testing
  •   Statistical Analysis
  •   Six Sigma Methodology
  •   Root Cause Analysis
  •   Regression Analysis
  •   Quality Improvement
  •   Continuous Improvement Process
  •   Data-Driven Decision-Making
  • There are 5 modules in this course

    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. The 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.

    Analyze: Hypothesis testing

    Improve: Design of experiments (DOE) and control charts

    Control: Sustain improvements and control the process

    Peer Review Assignment

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