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Semiconductor Statistics

Successful semiconductor manufacturing is predicated on process control. One cannot control what one does not measure, so measuring and characterizing the process is crucial to the success of the overall manufacturing endeavor. Much of the manufacturing process can be characterized through the use of statistics, since many processes will follow defined statistical patterns and models. This classroom covers the main topics related to statistics and statistical process control for semiconductor manufacturing.

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Basic Semiconductor Statistics Concepts

In this course we discuss the fundamentals of statistics. We cover the various distribution used in manufacturing, along with confidence and prediction intervals, and methods for controlling a process through the use of control charts.


Distribution Basics

Sampling Distributions

Control Chart Basics

Confidence and Prediction Intervals