Introduction to Deep Learning 2025-2026

Topic outline

• General
  

  General

  • Announcements Forum
• Slides
  

  Slides

  • 1-Review of Linear Regression.pdf File
  • 2-Review of Logistic Regression.pdf File
  • 3-Neural Network.pdf File
  • 4-Backpropagation.pdf File
  • 5-Convolutional Neural Network.pdf File
  • 6-CNN for Image Classification.pdf File
  • 7-Object Detection and Image Segmentation.pdf File
• Exercises
  

  Exercises

  • Image Classification Exercise File
  • Object Detection and Segmentation Exercise File