Kaggle R Tutorial on Machine Learning

In this first chapter you will be introduced to DataCamp's interactive interface and the Titanic data set. Once you're familiar with the Kaggle data sets, you make your first predictions using survival rate, gender data, as well as age data.

After making your first predictions in the previous chapter, it's time to bring you to the next level. In chapter 2 you will be introduced to a fundamental concept in machine learning: decision trees.

What techniques can you use to improve your predictions even more? One possible way is by making use of the machine learning method Random Forest. Namely, a forest is just a collection of trees...