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Data Science (EDA (Univariate Analysis, Multivariate / Correlation…
Data Science
EDA
Univariate Analysis
Multivariate / Correlation Analysis
Missing Data
Outliers
Feature Selection/Engineering
Normalization
One-hot encoding
Transformation 0/1 or -1/+1
Model Evaluation
Statistical Tests
Underfit/Overfit
AUROC
Model Building
Supervised
Regression
Linear Regression
Random Forest(?) or other ensemble models
Regularization