Kaggle Python Tutorial on Machine Learning
Open Course Description
Always wanted to compete in a Kaggle competition but not sure you have the right skillset? This interactive tutorial by Kaggle and DataCamp on Machine Learning offers the solution. Step-by-step you will learn through fun coding exercises how to predict survival rate for Kaggle's Titanic competition using Machine Learning techniques. Upload your results and see your ranking go up!
New to Python? Give our Introduction to Python for Data Science course a try.
Chapter 1: Getting Started with Python
In this chapter we will go trough the essential steps that you will need to take before beginning to build predictive models.
Chapter 2: Predicting with Decision Trees
After making your first predictions in the previous chapter, it's time to bring you to the next level. In chapter 2 you
Chapter 3: Improving your predictions through Random Forests
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...