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