
EDA와 Feature Engineering에 관한 정리
Data Manipulation, Basic Derivative
Hypothesis Test, Chi-square test
Confidence interval, Bayesian
Vector, Matrix, Linear Algebra
Dimension reduction, Clustering.
Simple Regression

Multiple Regression
Ridge Regression
Logistic Regression
Decision Trees
Random Forests
Evaluation Metrics for Classification

Model Selection

Choose Your ML Problems, Data Wrangling