This repository contains my programming practice when I study data science.
Project Home Page: Titanic: Machine Learning from Disaster
It is the first competition I joined. For now my best score is 0.78468. I used random forest for predicting survivors.
Project Home Page: Digit Recognizer
Course Home Page: Intro to Machine Learning
This is the best beginning course for ml. It teaches three different machine learning algorithms, naive bayes, SVM, decision tree and linear regression. The course doesn't introduce a lot of mathematics, but they explain the theory of the algorithms very well.