Framing Machine Learning Solution

Modern product goals regardless of the domain rely a lot on algorithms solved by computers. Typical approaches adopt solutions based on heuristics, i.e., step-by-step instructions on how to finish tasks. Often times such approaches are not robust enough to tackle real-world situations. In presence of data representing those situations, Machine Learning (ML) is a very good approach that finds a probabilistic solution by learning from data.