ROE 501
Index
Syl
labus
Contact
Evaluation Criteria
Course Outline
Lecture Notes
Course Project
Resources
Datasets
Izmir Katip Çelebi University, Graduate School of Natural Sciences
Spring 2021
Lecture Notes/Term Schedule
Week
Lecture Notes
S
upplementary Materials, Announcements
#1(10/02/2020-14/02/2020)
Lecture#0: Course Introduction
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#2(17/02/2020-15/02/2020)
Lecture#1: Introduction to Machine Learning
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#3(24/02/2020-28/02/2020)
Lecture#2: Loss Functions
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#4(02/03/2020-06/03/2020)
Lecture#3: Neural Networks
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#5(09/03/2020-13/03/2020)
Lecture#4: Neural Language Models
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#6(16/03/2020-20/03/2020)
Lecture#5: Recurrent Neural Networks
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#7(23/03/2020-29/03/2020)
Midterm Exam
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#8(30/03/2020-03/04/2020)
Lecture#6: LSTM
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#9(06/04/2020-10/04/2020)
Lecture#7: Sequence to Sequence Models
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#10(13/04/2020-17/04/2020)
Lecture#8: Convolutional Neural Networks
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#11(20/04/2020-24/04/2020)
Lecture#9: Domain Adaptation
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#12(27/05/2020-01/05/2020)
Student Presentations
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#13(04/05/2020-08/05/2020)
Student Presentations
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#14(11/05/2020-15/05/2020)
Student Presentations
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