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Machine Learning Practice
Folder: Machine-Learning-Practice
14 items under this folder.
Aug 19, 2026
00_Preamble
Aug 19, 2026
01_Exploratory_Data_Analysis_EDA
Aug 19, 2026
02_Data_Cleaning
Aug 19, 2026
03_Data_Imputation
Aug 19, 2026
04_Feature_Engineering_Encoding
Aug 19, 2026
05_Feature_Scaling
Aug 19, 2026
06_Train_Test_Split_Cross_Validation
Aug 19, 2026
07_Hyperparameter_Tuning
Aug 19, 2026
08_Evaluation_Metrics_Regression
Aug 19, 2026
09_Evaluation_Metrics_Classification
Aug 19, 2026
10_scikit_learn_Models_Theory_Hyperparameters
Aug 19, 2026
11_scikit_learn_Pipeline_API
Aug 19, 2026
12_Inference_Deployment_Checklist
Aug 19, 2026
99_Appendix_Legacy_Notes