Master Kaggle By Competing Consistently

Last Updated on June 7, 2016

How do you get good at Kaggle competitions?

It is a common question I get asked. The best advice for getting started and getting good is to consistently participate in competitions. You cannot help but get better at machine learning.

A recent post by Triskelion titled “Reflecting back on one year of Kaggle contests” bares this out. He started out as a machine learning beginner and finished up as a “master” level Kaggle competitor (achieving a 10% and a top 10 finish)

In this post we will review Triskelion’s lesson of consistent participation as an approach to begin an master Kaggle.

compete consistently

Compete Consistently
Photo by Paul, some rights reserved

Key To a Good Start

I think the key to Triskelion starting well and having the confidence to continue is two fold:

  1. Reproduced Results: He reproduced results described in the forums and blog posts.
  2. Used Tools: Through reproducing results, he discovered and started to use tools like Vowpal Wabbit and To finish reading, please visit source site