Programme Outline
Day 1
- Introduction to data science and analytics
- Relevance of data analytics in semiconductor industry applications
- Yield analysis semiconductor manufacturing process
- Data modelling/analysis tools for yield optimisation
- Hands-on session in data visualisation and analysis
Day 2
- Reliability and failure analysis of semiconductor devices and IC systems
- Statistics and models related to reliability and failure analysis
- Data modelling/analysis tools for reliability study
- Hands-on session to analyse the impact of different variables
Assessment
- Assignment
- Activity session/project work
- Presentation