How to solve machine learning problems in the real world - KDnuggets

So, you want to become a professional machine learning engineer? Online courses on Machine Learning and Kaggle-style competitions are great resources to learn the fundamentals of machine learning. However, the daily job of a machine learning engineer requires an additional layer of skills that you won't master there. In this article, I will give you 4 tips to help you solve ML problems in the real world. I have learned them (the hard way) while working as a freelance ML engineer at Toptal.