Machine learning can improve rail travel both in the long and the short-term by minimizing train delays and ensuring high service quality. Train delays can be really frustrating and disruptive, especially if you frequently commute by train for work. In addition to the trains being late, the fact that most predictions You might end up feeling so annoyed, you're almost sure the railway operator has something personal against you. But the fact is, delayed trains affect millions of people all over the world, and there is very little operators can do to minimize such delays. This is because rail delays are caused by numerous factors that are interrelated, making it hard to assess the effects and devise solutions.