J-nowcow / Data_Mining_with_Python

Data Mining? Doesn't Matter!

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Data_Mining_with_Python

[Spring 2023] Data Mining Theory and Application (IIE 4102)


For each subject, paper review & practice code with python will be uploaded.

Week Subject
week_1 Introduction to Data Mining
week_2 DM Process / Variable Selection
week_3 Principal Component Analysis(PCA) / Factor Analysis(FA)
week_4 Clustering Analysis
week_5 CBR / AR / CF
week_6 Social Network Analysis(SNA)
week_7 Logistic Regression / Model Assessment
week_8 Term Project Draft
week_9 Decision Tree
week_10 Neural Network
week_11 Ensemble
week_12 Term Project Presentation
week_13 Term Project Final Version

Notion | https://oval-alligator-fbf.notion.site/Git-Hub-f5f97b35a95c4f8597bec34fb0f74a5b

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Data Mining? Doesn't Matter!


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