Academic Catalog

CNG403 SPECIAL TOPICS IN COMPUTER ENGINEERING: INTRODUCTION TO DEEP LEARNING

Course Code:	3550403
METU Credit (Theoretical-Laboratory hours/week):	3(3-0)
ECTS Credit:	6.0
Department:	Computer Engineering
Language of Instruction:	English
Level of Study:	Undergraduate
Course Coordinator:	Prof.Dr. MURAT FAHRÝOÐLU
Offered Semester:	Fall and Spring Semesters.
Prerequisite:	Set 1: 3570120 , 3570260 , 3630221 Set 2: 3560330 , 3570120 , 3570260 Set 3: 3570120 , 3570260 , 3880265
One of the sets above should be completed before taking CNG403 SPECIAL TOPICS IN COMPUTER ENGINEERING: INTRODUCTION TO DEEP LEARNING.

Course Content

Fundamental concepts in machine learning; history of artificial neuron models; perceptron learning; gradient descent and its alternatives: multi-layer perceptrons; convolutional neural networks; recurrent neural networks.