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This module covers the main aspects of Machine Learning aspects within the cluster of data analysis. It includes basic theories of Machine Learning and Neural Networks, approaches for process dynamics, data mining, sensors and data acquisition toward AI, and basics of Computer Vision and AI for metrology.
Learning objectives
Achieve an understanding of the principles of Machine Learning and Neural Networks
Obtain knowledge of specifics of process dynamics and data mining
Obtain knowledge of principles of sensors and data acquisition systems toward AI
Obtain knowledge of basics of Computer Vision and AI for metrology