Applied Dynamics &
Intelligent Prognosis Laboratory
[KSME] 인공지능여름학교
강의목차
0-1. Introduction [Video]
0-2. Setup a Deep learning environment with Google Colaboratory [Video]
1. ANN: From Perceptron to MLP [Video]
2. ANN: Optimization with Backpropagation [Video]
3. ANN: 실습 w/ tensorflow [Video]
4. CNN: Convolution? [Video]
5. CNN: Principle and Architecture [Video]
6. CNN: 실습 w/ tensorflow [Video]
7. CNN: Go Deeper [Video]
8. DCNN: 실습 w/ tensorflow [Video]
9. CNN: Modern CNNs [Video]
10. ResNet 실습 w/ tensorflow [Video]
11. CAM & 실습 [Video]
12. FCN [Video]
13. RNN [Video]
14. LSTM [Video]