The objective of this course for the students to be able to: be aware of the possibilities and the individual branches of Artificial Intelligence that can be implemented in areas of Biotechnology, understand the meaning and characteristics of an intelligent system, understand the concept of an intelligent training system, justify whether it is possible to develop a system based on Artificial Intelligence, be able to distinguish and choose the most appropriate method for knowledge extraction through large data sets, acquire the necessary skills to exploit ready-made tools for data mining , in order to develop an intelligent system, be able to organize his/her data in simple files or in Database to be ready for data mining processing, be able to use basic SQL commands to manipulate data in a DB, combine results of classification, clustering and association rules and will be able to end up with the production of new knowledge .