CmpE 597 Deep Learning

Catalog Description: 

  • Introduction to Neural Networks
  • Convolutional Neural Networks
  • Training Neural Networks (activation functions, dropout, batch normalization)
  • Word Embeddings
  • Recurrent Neural Networks (RNNs, LSTMs, GRUs)
  • Visualizing and Understanding Neural Networks (Deep Dream, Neural Style Transfer)
  • Generative Models
  • Advanced Deep Learning Models


(3+0+0) 3 ECTS 10


Consent of Instructor. Students are expected to have a medium level knowledge of essential machine learning algorithms. Undergrads and grad students who are new to machine learning are encouraged to take CMPE462: Machine Learning course.
Link Year Semester Course Page Instructor Course Schedule Lab Schedule PS Schedule
view 2021 Spring İnci Meliha Baytaş FFF 234
view 2019 Spring Pınar Yanardağ MMM 567 BM A5 | BM A5 | BM A5
view 2018 Spring Ethem Alpaydın MMM 456 BM A6 | BM A6 | BM A6
view 2017 Spring Ethem Alpaydın MMM 345 BM A5 | BM A5 | BM A5

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

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

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