Why Machine Learning Is So Hard The machine learning process can be challenging for developers, data engineers, and data scientists — building, training, and then deploying models into production is complicated and time-consuming. First, you need to collect and prepare historical training data where you know the outcome you are trying to predict, which will be used to discover which…