Data is not equal to knowledge

A common pitfall a lot of machine learning (ML) companies run into is mistaking data as knowledge. Several enterprises think that having a lot of data makes them ripe for harvesting insights instantly through AI and ML techniques. It is not entirely true. Data is not equal to knowledge, or more precisely, not the knowledge you think it equals. Ernesto Miguel, 47 is a plant operator in a leading cement company.