CNG403 SPECIAL TOPICS IN COMPUTER ENGINEERING: INTRODUCTION TO DEEP LEARNING
| Course Code: | 3550403 |
| METU Credit (Theoretical-Laboratory hours/week): | 3 (3.00 - 0.00) |
| ECTS Credit: | 6.0 |
| Department: | Computer Engineering |
| Language of Instruction: | English |
| Level of Study: | Undergraduate |
| Course Coordinator: | |
| Offered Semester: | Fall and Spring Semesters. |
Course Objectives
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.