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