Enroll Course: https://www.udemy.com/course/vsd-machine-intelligence-in-eda-cad/
The Udemy course “VSD – Machine Intelligence in EDA/CAD” offers a comprehensive exploration of how machine learning techniques can be applied to Electronic Design Automation (EDA), VLSI, and CAD flows. Conducted as a webinar by Rohit Sharma, CEO of Paripath Inc., this course is ideal for engineers and developers looking to integrate machine learning into their design automation processes. The course begins with foundational concepts, explaining both EDA and machine learning principles, including supervised and unsupervised learning. Rohit then discusses the current frameworks available, such as general-purpose, big data processing, and deep learning, guiding learners on choosing the right tools for design automation. A significant portion of the course is dedicated to applied theory—covering data analysis, normalization, and algorithm development—giving practical insights into building machine learning solutions for CAD. Key topics include regression techniques, with real-world examples like resistance and capacitance estimation, and the creation of linear classifiers using logistic regression. The course also delves into dimensionality reduction, demonstrating how to handle large datasets efficiently. Rohit Sharma’s extensive experience in EDA and machine learning makes this course a valuable resource for those aiming to enhance their design workflows through AI-driven methods. Whether you’re an aspiring engineer or a seasoned professional, this course provides actionable knowledge to start implementing machine learning in your projects. Highly recommended for anyone interested in the future of EDA and VLSI design automation, this course is a must-watch for staying ahead in the evolving tech landscape.
Enroll Course: https://www.udemy.com/course/vsd-machine-intelligence-in-eda-cad/