Machine Learning

Introduce common data classification methods (Giới thiệu các phương pháp phân lớp dữ liệu phổ biến)

10 thuật toán học máy phổ biến (Top 10 Machine Learning Algorithms)

Learning Path Machine Learning (Lộ trình học Học Máy)

Building Multiple Linear Regression Model with Python

Association Rule Mining With Python (market basket analysis)

Giới thiệu xác suất Bayes (Bayes’ theorem)

Testing methods for Supervised Learning:Train/Test Split;CV; LOOCV; StratifiedCV;Bootstrapp;Holdout

Correlation Analysis for Categorical Variables: Chi-Square Test, Phi |Cramer's V Coefficient

Data Classification with Decision Tree: Building, Evaluating, Predicting, Adjust Hyperparameter tree

ANOVA(Analysis of Variance): One-Way ANOVA, Two-Way ANOVA, MANOVA