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: |
|
| Offered Semester: |
Fall and Spring Semesters. |
| Prerequisite: |
Set 1: 3570120
, 3570260 , 3630221 |
| The course set 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.
