Practical Statistics and Data Analysis
Objectives
Understand practical statistics and basic analytical tools.
Interpret data distribution in terms of central tendency and variability.
Understand proper sampling techniques.
Apply basic statistical analyses and tools for operational and business decision-making purposes.
Interpret process stability and assess process capability.
Identify variations in both product and process performance.
Key Contents
Basic Statistics: Understanding central tendency and variability
How to use graphical statistics: Run Chart, Histogram, Box Plot, Pie Chart, and Scatter Diagram
Normal distribution and confidence interval
Determining appropriate sample size
Statistical Process Control (SPC)
Control charts: understanding process variation
Understanding process capability: Cp and Cpk
Who Should Attend
Operations personnel, analysts, and anyone in the organization who is required to have statistical data analysis knowledge and skills to become a fact-based and data-driven analyst.
