Online Course on Statistical methods in Semiconductor Manufacturing (2:0)

Objectives:

The objective of this course is to introduce the foundational statistical concepts and specialized topics of relevance to the semiconductor manufacturing industry. This course will be useful for industry professionals currently working in the semiconductor and related industries or desirous of doing so.

Syllabus:

Introduction to semiconductor manufacturing, unit processes in semiconductor manufacturing, probability distributions, moments, parameter estimation, hypothesis testing, ANOVA, PCA, data clustering and classification, semiconductor yield modelling, statistical process control, process modelling and diagnosis, design of experiments

Target Group:

Industry professionals working in semiconductor and related industries