Certificate in Next-Gen AI for Physical Design
-- ViewingNowThe Certificate in Next-Gen AI for Physical Design is a comprehensive course that addresses the growing industry demand for AI integration in physical design automation. This program emphasizes the importance of AI and machine learning techniques in overcoming design complexities and improving productivity in the semiconductor industry.
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โข Unit 1: Introduction to Next-Gen AI in Physical Design
โข Unit 2: AI Algorithms and Techniques for Physical Design Automation
โข Unit 3: Machine Learning (ML) Fundamentals for Physical Design
โข Unit 4: Deep Learning (DL) Architectures and Applications in AI-driven Physical Design
โข Unit 5: AI-driven Placement Optimization Techniques
โข Unit 6: AI-driven Routing Techniques
โข Unit 7: AI-driven Clock Tree Synthesis
โข Unit 8: AI-driven Design for Test (DFT)
โข Unit 9: AI-driven Design for Manufacturing (DFM)
โข Unit 10: Future Trends and Challenges in AI for Physical Design
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