Machine learning 40-717 
  CE Department- Sharif University of Technology 95-1 - Group 1 

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Course Syllabus

 Machine learning - 40-717
  • Credit: 3 Units
  • Semester: 95-1
  • Group:  1
  • Lecture Class:  10:30-12 Sat , Mon
  • Room:  202

 Text Book(s)
    Kevin P. Murphy, Machine Learning: A Probabilistic Perspective, MIT Press, 2012
    Tom M. Mitchell, Machine Learning, McGraw-Hill , 1997
    Learning: Data Mining, Inference, and Prediction, Second Edition, Springer, 2013
    Christopher M. Bishop, Pattern Recognition and Machine Learning, Springer, 2007
    Ethem Alpaydin, Introduction to Machine Learning, Second Edition, MIT Press, 2012

 Instructor

 Teacher Assistants

 Evaluation [Grading Policy ]
    Midterm Exam: 30%, will be held on 1395/8/17
    Final exam: 30%
    Quiz: 15%
    Assignments: 15%
    Project: 10%

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