SUSTech-KDD
KDD course (CS306) in SUSTech
Lab
- Lab1: Introduction to Python, Anaconda, Jupyter
- Lab2: Introduction to Python Data Crawler
- Lab3: Data Cleaning I -- Handling Missing Data
- Lab4: Data Cleaning II -- Dates, Encoding Types and Remove Duplications
- Lab5: Linear Regression
- Lab6: KNN & Decision Tree
- Lab7: SVM
- Lab8: K-means
- Lab9: DBSCAN
- Lab10: Plotting data on a graph and choose the best graph
- Lab11: Interactive Design
- Lab12: XML Analysis
- Lab13: Using Keras 1 Regression Task
- Lab14: Using Keras 2 Classification Task
License
- Codes are under MIT license
- Other formats of files are under CC-BY-NC-SA v4.0 LICENSE
Copyright
@lethal233 & SUSTech CS306 course lecturer Xuan Song