##Machine learning practices using R This is a collection of Machine Learning exercises using R.
###(1) Kaggle-Titanic: Machine Learning from Disaster

• Method 1: applying logistic regression
  

• My code & output: (https://cdn.rawgit.com/yimihua2013/Machine-Learning-using-R-/master/titanic_logisticRegression_R.html)
• Covered skills: data cleaning, feaure engineering, missing value inference, and model fitting using logistic regression
• Reference: (https://statsguys.wordpress.com/2014/01/03/first-post/)

• Method 2: applying decision tree
  
  • My code & output: (https://cdn.rawgit.com/yimihua2013/Machine-Learning-using-R/master/Titanic_Kaggle/DecisionTree_R/DecisionTree.html)
  • Covered skills: data cleaning, feaure engineering, model fitting using ldecision tree
  • Reference: (http://trevorstephens.com/post/72916401642/titanic-getting-started-with-r)