- Week3 historical review
- Week3 최적화
- Week3 Transformer
- Week3 RNN
- Week3 Auto-regressive model
- Week3 VAE, GAN, Diffusion model
- Week3 Bar plot
- Week3 Line plot
- Week3 Scatter plot
- Week3 시각화 요소
- Week3 Grid type
Week4 DataViz & CV
- Week4 Seaborn
- Week4 Polar plot, Radar plot
- Week4 Pie chart
- Week4 Matplot 시각화 라이브러리
- Week4 Plotly Express
- Week4 AlexNet과 VGGNet
- Week4 Data Augmentation
- Week4 GoogleNet과 ResNet
- Week4 FCN, U-Net, DeepLab
- Week4 R-CNN, YOLO, SSD
Week5 CV
- Week5 CNN 결과 분석 기법
- Week5 Instance/Panoptic segmentation
- Week5 cGAN
- Week5 Multi-modal learning
- Week5 3D dataset & 3D task
- Week5 비정형 데이터셋 시각화
Week6 Mask Classification 프로젝트
Week7 AI 서비스 개발 기초
- Week7 소프트웨어 엔지니어링
- Week7 파이썬 버전 관리
- Week7 Linux 쉘 스크립트
- Week7 디버깅, 서버관리
- Week7 MLOps 개론
- Week7 Model Serving
- Week7 Docker
- Week7 Streamlit
- Week7 머신러닝 프로젝트 라이프 사이클
Week8 Object Detection