We can see recently some effort towards automatization of the data mining tasks within various data mining systems. Such automation will allow the domain experts (or knowledge workers) to perform data mining tasks without cooperation with data mining experts, in a “do-it-yourself” way. The paper discusses different approaches to creating automated tools for data mining and gives examples of systems that offer different ways of data mining automatization.