The Training Process

As much as we would like to throw the data into a machine learning model and get instant insights into the data, this is not the way it will work. In most cases, the data have to be scrubbed, transformed into model-readable format, and augmented. In addition, we also need to select and design an appropriate machine learning algorithm for the task.