Dr. Tong Zhang

Professor

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Biography

Tong Zhang is a Professor at the Grainger College of Engineering, University of Illinois. He specializes in machine learning, deep learning, and generative artificial intelligence. Dr. Zhang has contributed extensively to the field through various publications and research projects focused on algorithms and theoretical aspects of machine learning. He teaches several advanced courses, including 'Machine Learning', 'Deep Learning Theory', and 'Principles of Generative AI', where he integrates practical applications with theoretical foundations to prepare students for future challenges in the technology realm. Apart from his teaching commitment, Professor Zhang is actively engaged in groundbreaking research that pushes the boundaries of artificial intelligence and its applications. His research interests include exploring novel ML algorithms and the implications of generative AI technologies in real-world scenarios. He holds a strong academic standing and is recognized for his contributions to the academic community in his field.

Research Interests

Courses

Machine Learning Intro Generative AI Deep Learning Theory ML Algorithms LLMs Principles Generative AI

Requirements for University of Illinois

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:7
Reading
Required:7
Writing
Required:7
Speaking
Required:7
Overall
Required:7.5
TOEFL
Listening
Required:17
Reading
Required:19
Writing
Required:21
Speaking
Required:20
Total
Required:103
GRE General
Prerequisites
Mathematical background Linear Algebra Calculus
Application Checklist
  • Online application
  • Unofficial transcripts
  • 3 Letters of Recommendation
  • Academic Statement of Purpose
  • Resume/CV
Specialization Notes

GRE is optional for admission to all graduate programs in Statistics. Full status admission requires higher language scores than limited status.