Data Mining

Department of Harbor and River Engineering, National Taiwan Ocean University

Week	Topic
Week 1	Introduction
Week 2	Basic Python
Week 3	Regression
Week 4	Classification
Week 5	BPN
Week 6	SOM
Week 7	SVM
Week 8	SVR
Week 9	Random Forest and XGBoost
Week 10	AdaBoost
Week 11	CNN
Week 12	CNN for Classification of MNIST CNN for Time Series Prediction using Flights dataset
Week 13	RNN and LSTM \| Google Price Train: Download \| Google Price Test: Download The following videos are produced by Nhật Thanh RNN LSTM GRU
Week 14	U-NET Example
Week 15	Pre-Trained Model: YOLO 11
Week 16