https://www.udemy.com/course/control-charts
Using and Applying Control Charts in Industry
What you'll learn: Statistical Process Control how to use and interpret Control Charts how to understand Process Variation Six Sigma concepts and tools Process Improvement concepts and tools Continuous Improvement concepts and tools how to perform statistical Data Analysis Statistics Data Visualizations Requirements: Basic Excel Skills (Formulas, Charts) Basic knowledge of statistics (Mean, St. Dev, normal distribution) Description: Statistical process control and control charts are an important part of operations management. For years, these tools have been used in all kinds of industries including healthcare, manufacturing, software development finance and Human Resources. With the increasing accessibility and the increasing demand for data analysis and data-based decision making, control charting is an important tool to be able to create, understand and apply. This course will walk through the fundamentals of what control charts are, what insights can be gathered from them and how different control charts can be used to answered different strategic and operational questions. Each module features several lectures, downloadable lecture files and a quiz to test your learning. Additionally, The course features an entire module tackling specific real-world cases for using control charts and statistical process control. Topics covered include: Module 1: The history of statistical process control (SPC) and control charting Parts of a control chart Advantages of using control charts Types of control charts (I chart, U chart, P chart, etc.) Module 2: Key assumptions Change in mean signals External influence signals Change in process stability/capability signals Module 3: Exercises for building individual range charts Exercises for building moving range charts Exercises for building P charts Exercises for building U charts Module 4: Applying control charts to hospital wait times Applying control charts to manufacturing process control Applying control charts to A/B testing in software development Applying control charts to an inspection process Module 5: Control Chart Case ExamplesWho this course is for:Six Sigma Green BeltSix Sigma Yellow BeltOperations ManagersProcess EngineersDesign EngineersIndustrial EngineersData AnalystsStatisticiansQuality EngineersQuality Managers Who this course is for: Six Sigma Green Belt Six Sigma Yellow Belt Operations Managers Process Engineers Design Engineers Industrial Engineers Data Analysts Statisticians Quality Engineers Quality Managers
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