UNC Course Resources & JSM 2025 Short Course

Events
Published

May 21, 2025

Advanced Deep Learning Resources & Courses

UNC Course Resources & JSM 2025 Short Course

🧬 Deep Learning Methods in Biomedical Sciences with PyTorch

Free Course Materials Now Available!

  • Complete lecture slides (PPT)
  • Homework assignments
  • Comprehensive coverage: CNN, RNN, GNN, Transformer, GAN, BioBERT
  • Focus on medical imaging, genomics, and clinical text analysis
Course Content Overview

📚 Access materials at: https://bios740.github.io

Instructors: Prof. Hongtu Zhu & TA Runpeng Dai

BIOS740 Course Overview

📊 Deep Learning Methods in Advanced Statistical Problems

🗓️ Sunday, August 3, 2025 ⏰ 8:30 AM - 5:00 PM 📝 Course Code: CE_01
Short Course Overview

🎓 Expert Instructors

Hongtu Zhu UNC
Xiao Wang Purdue University
Runpeng Dai UNC

📚 Course Overview

This intensive one-day course is specifically designed for researchers in statistics and data analysis who are eager to explore the cutting-edge applications of deep learning in statistical problems.

🎯 What You'll Learn

  • Latest trends in deep learning for statistical analysis
  • Practical applications in complex statistical problems
  • Hands-on experience with deep learning methodologies
Register Now