1111-Computational Intelligence-54030

Registration：Now ~ Any Time
Course Period：2022-09-01 ~ 2023-02-24

• Environment Setup
• Python
• Machine learning theory
• Classification
• Where does the error come
• Deep Learning
• Backpropagation
• HW1
• Pytorch
• CNN
• Tips for taining DNN
• Transfer
• Self-supervised Learning
• GAN
• HW2
• Final Presentation
• Word Embedding
• Seq2Seq
• Self-attention
• Attack and Defense
• Explainable AI
• Anomaly detection
• Meta-learning
• HW3
• Famous CNN Model