Machine Learning in Semiconductor Failure Analysis: Techniques and Case Studies

What you learned in the tutorial ■ Difference between Artificial Intelligence, Machine Learning and Deep Learning ■ Concept and basic approach of machine learning workflow ■ Distinguish between supervised, unsupervised and reinforcement learning ■ Models for supervised and unsupervised learning especially Neural Networks and Convolutional neural networks ■ 4+ Case Studies that cover the field of machine learning in failure analysis ■ What next? ■ There are several packages and tutorials that cover the field of machine learning.