The Role of Domain Knowledge in Machine Learning: Why Subject Matter Experts Matter

Machine learning (ML) is considered the largest subarea of artificial intelligence (AI) , studying the development of software systems that learn from data by themselves to perform a task, without being explicitly programmed with the instructions to address it.

source https://machinelearningmastery.com/role-domain-knowledge-machine-learning/