Lecture Slides

[L1] AI, ML, and Neural Networks (pdf)

[L2] First DNN based on Tensorflow (pdf)

[L3] Training Tips for Neural Network (pdf)

[L4] Convolutional Neural Network (pdf)

[L5] Generative Adversarial Network (pdf)

[A1] Backpropagation (pdf)

[A2] Cross Entropy (pdf)

[A3] Gradient Descent for CNN (pdf)

[A4] MLE and NN (pdf)

[A4] Vision Transformer (pdf)