Machine Learning – Summer 2019

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

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

Handouts:
Course Syllabus (BSc, MSc)
Slides:

  • 1. Course Introduction (ppt)
  • 2. Machine Learning Introduction (pdf)
  • 3. Information about the term project (ppt)
  • 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. Neural Networks (pdf)
  • 10. TensorFlow (pdf)
  • 11. Keras (pdf)
  • 12. Deep Learning Example (pdf)
  • 13. Convolutional Neural Networks (pdf)
  • 14. Recurrent Neural Networks (pdf)
  • 15. LSTM Sequence to Sequence Translation (pdf)
  • 16. Reinforcement Learning (pdf)

Solutions:

  • Midterm exam (pdf)

Grades: Midterm and project marks ()

Last update on 30/7/2019