Practical Statistics and Data Analysis
Objectives
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Understand practical statistics and basic analytical tools.
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Interpret data distribution in terms of central tendency and variability.
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Understand proper sampling techniques.
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Apply basic statistical analyses and tools for operational and business decision-making purposes.
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Interpret process stability and assess process capability.
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Identify variations in both product and process performance.
Key Contents
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Basic Statistics: Understanding central tendency and variability
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How to use graphical statistics: Run Chart, Histogram, Box Plot, Pie Chart, and Scatter Diagram
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Normal distribution and confidence interval
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Determining appropriate sample size
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Statistical Process Control (SPC)
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Control charts: understanding process variation
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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.
