Every day we generate a huge amount of data that can be numerical, categorical, or free text. However, the processing of all of those data is impossible. For this reason, a sample of them is categorized and fed to an artificial intelligence system that can spot future trends and give us insights. Nevertheless, in order for the machine learning systems to be successful, the data that we provide must be of good quality, which essentially means that they must be error-free. This makes the data collection one of the most important processes of the development of an AI system.
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