Machine Learning – Fall 2018

Course No: 0907779
Course Name: Special Topics in Computer Engineering and Networks (Machine Learning)

Facebook group: https://www.facebook.com/groups/315669882258644/

Handouts:

  • Course Syllabus (pdf)
  • Slides:
  • 1. Course Introduction (ppt)
  • 2. Machine Learning Introduction (pdf)
  • 3. Information about the term project (pdf)
  • 4. Python (pdf)
  • 5. Introduction to Python (slides)
  • 6. Important Python Packages (pdf)
  • 7. End-to-End Machine Learning Project (pdf)
  • 8. Classification (pdf)
  • 9. Recommender Systems (pdf)
  • 10. TensorFlow (pdf)
  • 11. Neural Networks (pdf)
  • 12. Convolutional Neural Networks (pdf)
  • 13. Recurrent Neural Networks (pdf)
  • 14. Reinforcement Learning (pdf)
  • 15. Keras (pdf)

Solutions:

  • Midterm exam (pdf), Final exam (pdf)

Grades: Midterm and project marks 

Last update on 17/12/2018, 11:44