CMPE 462 Machine Learning

Catalog Description: 

Overview of artificial learning systems. Supervised and unsupervised learning. Statistical models. Decision trees. Clustering. Feature extraction. Artificial neural networks. Reinforcement learning. Applications to pattern recognition Overview of artificial learning systems. Supervised and unsupervised learning. Statistical models. Decision trees. Clustering. Feature extraction. Artificial neural networks. Reinforcement learning. Applications to pattern recognition and data mining.

Credits: 

(3+0+0) 3 ECTS 6

Prerequisites: 

Consent of the instructor.
Year Semester Course Page Instructor Course Schedule Lab Schedule
2019 Spring Course Page Emre Uğur MMT 121 A2 A2 A2
2018 Spring Ali Taylan Cemgil WThTh 623 BM B5 | BM B5 | BM B5
2017 Spring Course Page Emre Uğur MMW 455 BM A3 | BM A3 | BM A3
2016 Spring Course Page Ethem Alpaydın
2015 Spring Course Page Ethem Alpaydın MMF566 ETA A5, ETA A5, ETA A5
2013 Spring Course Page Ethem Alpaydın
2011 Spring Course Page Ethem Alpaydın

Contact us

Department of Computer Engineering, Boğaziçi University,
34342 Bebek, Istanbul, Turkey

  • Phone: +90 212 359 45 23/24
  • Fax: +90 212 2872461
 

Connect with us

We're on Social Networks. Follow us & get in touch.