1.1 Introduction1.2 Artificial Intelligence1.3 Artificial Intelligence & VLSI (AI and VLSI)1.4 Applications of AI1.5 Machine Learning1.6 Applications of ML1.7 Role of ML in Mask Synthesis1.8 Applications in Physical Design1.9 Improving Analysis Correlation1.10 Role of ML in Data Path Placement1.11 Role of ML on Route Ability Prediction1.12 ConclusionReferences