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

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Gitbook of data science and statistics tasks I want to remember

jestonblu.github.io/data-science/

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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