Graduate Coursework at Iowa State University

Courses in Department of Electrical and Computer Engineering

• EE 5260: Deep Learning
• EE 5290: Data Analytics
• EE 6230X: High-Dimensional Probability and Linear Algebra for Machine Learning
• EE 5230: Random Processes for Communications and Signal Processing
• EE 5710: Introduction to Convex Optimization
• EE 5900I: Introduction to Game Theory and Reinforcement Learning

Courses in Department of Mathematics

• MATH 5070: Applied Linear Algebra
• MATH 5100: Linear Algebra

Courses in Department of Statistics

• STAT 5420: Theory of Probability and Statistics I
• STAT 5430: Theory of Probability and Statistics II

Courses in Department of Computer Science

• COMS 3110: Design and Analysis of Algorithms

Certifications

• Generative AI with Large Language Models
• TensorFlow 2 for Deep Learning
• Federated Fine-tuning of LLMs with Private Data