The success of Kaggle those last years has enabled hundreds of thousands of Data Scientists to improve their skills in Machine Learning, thanks to their famous competitions.

But the problem is that it has also led a lot of people to think that "building the best algorithm" is what creates value for companies, which is clearly wrong.