Course Details

About Course

The Executive Certification on Artificial Intelligence and Machine Learning for VLSI is a specialized program designed to equip professionals with AI/ML expertise tailored for VLSI applications. The course covers data science, SQL, machine learning algorithms, deep learning, and reinforcement learning, ensuring a hands-on learning experience for real-world semiconductor and hardware design challenges.

Key Highlights:

✅Hands-on experience with Python, Data Science, SQL, and Tableau for data visualization.
✅Practical implementation of machine learning algorithms, including supervised, unsupervised, and reinforcement learning.
✅Exposure to deep learning techniques, CNNs, RNNs, NLP, and sentiment analysis.
✅Real-world applications in VLSI data processing, AI-driven verification, and optimization.
✅Coverage of advanced reinforcement learning models and AI for decision-making in chip design.

Who Should Enroll?

✅VLSI professionals, AI/ML engineers, semiconductor designers, and data scientists interested in hardware-optimized AI solutions.

Learning Outcomes:

✅Develop proficiency in data preprocessing, machine learning model development, and AI-based analytics.
✅Gain expertise in deep learning, NLP, reinforcement learning, and AI-driven decision-making.
✅Understand the role of AI/ML in VLSI design, verification, and performance optimization.

Course Benefits:

✅Industry-focused curriculum with hands-on projects and real-world case studies.
✅Certification for enhanced job opportunities in AI-driven VLSI design and semiconductor industries.