VSD – Machine Intelligence in EDA/CAD

Listen from CEO/architect himself on Machine learning

Created by: Kunal Ghosh
Digital and Sign-off expert at VLSI System Design(VSD)

Created by: Rohit Sharma
Author, Developer and Entrepreneur.

What Will I Learn?

• Intro to Machine Learning in EDA/CAD
• Develop machine learning apps with TensorfFow and Python in cloud
• Develop EDA and CAD applications like resistance estimation, capacitance estimation, cell classification etc.
• Categories of Machine Learning
• Machine Learning Framework which will cover Python primer and introduction to Tensor flow
• Applied theory, regression and classification

Requirements

• Be familiar to basic VLSI chip design flow
• Be familiar with standard nomenclature of VLSI and chip design
• Basic knowledge on Python and Tesnsor Flow is nice to have, but will be anyways covered in the course

Target audience

• Design automation engineers
• CAD developers
• Managers and executives
• Research professionals and graduate students
• Machine learning enthusiasts and Investors