Understanding a machine learning pipeline can seem daunting at the beginning, but it’s fundamentally simpler than you would think. At the base, an AI workflow consists of several crucial stages. Usually , this starts with gathering data - amassing substantial volume of appropriate data. Next, this data is prepared and structured for examination .