GitHub - JestonBlu/Data-Science: Gitbook of data science and statistics tasks I want to remember

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 321 Commits
data		data
docs		docs
.RData		.RData
.Rbuildignore		.Rbuildignore
.gitignore		.gitignore
.travis.yml		.travis.yml
01-01-Stat-Methods-Distributions.Rmd		01-01-Stat-Methods-Distributions.Rmd
01-02-Stat-Methods-Hypothesis-Testing.Rmd		01-02-Stat-Methods-Hypothesis-Testing.Rmd
01-03-Stat-Methods-Parameter-Estimation.Rmd		01-03-Stat-Methods-Parameter-Estimation.Rmd
01-04-Stat-Methods-Sample-Size-Power.Rmd		01-04-Stat-Methods-Sample-Size-Power.Rmd
01-05-Stat-Methods-Survival.Rmd		01-05-Stat-Methods-Survival.Rmd
01-06-Stat-Methods-Experimental-Design.Rmd		01-06-Stat-Methods-Experimental-Design.Rmd
01-07-Stat-Methods-Contingency-Tables.Rmd		01-07-Stat-Methods-Contingency-Tables.Rmd
01-08-Stat-Methods-Principle-Components.Rmd		01-08-Stat-Methods-Principle-Components.Rmd
01-09-Stat-Methods-Eigen-Distance.Rmd		01-09-Stat-Methods-Eigen-Distance.Rmd
02-01-Regression-Matrix.Rmd		02-01-Regression-Matrix.Rmd
02-02-Regression-Logistic.Rmd		02-02-Regression-Logistic.Rmd
02-03-Regression-Multinomial.Rmd		02-03-Regression-Multinomial.Rmd
02-04-Regression-Poisson.Rmd		02-04-Regression-Poisson.Rmd
03-01-Kmeans-Clustering.Rmd		03-01-Kmeans-Clustering.Rmd
03-02-Hierarchical-Clustering.Rmd		03-02-Hierarchical-Clustering.Rmd
04-01-Forecasting-Basic-Methods.Rmd		04-01-Forecasting-Basic-Methods.Rmd
04-02-Forecasting-Generating-TS.Rmd		04-02-Forecasting-Generating-TS.Rmd
04-03-Forecast-ARIMA.Rmd		04-03-Forecast-ARIMA.Rmd
04-04-Forecast-VAR.Rmd		04-04-Forecast-VAR.Rmd
05-01-ML-Neural-Networks.Rmd		05-01-ML-Neural-Networks.Rmd
05-02-ML-Random-Forest.Rmd		05-02-ML-Random-Forest.Rmd
05-03-ML-Gradient-Boosting.Rmd		05-03-ML-Gradient-Boosting.Rmd
05-04-ML-Support-Vector.Rmd		05-04-ML-Support-Vector.Rmd
05-05-ML-Overfitting.Rmd		05-05-ML-Overfitting.Rmd
06-01-Simulation-Bootstrapping.Rmd		06-01-Simulation-Bootstrapping.Rmd
07-Visualization.Rmd		07-Visualization.Rmd
DESCRIPTION		DESCRIPTION
Data Science Tasks.rds		Data Science Tasks.rds
DataScience.Rproj		DataScience.Rproj
_bookdown.yml		_bookdown.yml
_output.yml		_output.yml
book.bib		book.bib
index.Rmd		index.Rmd
style.css		style.css