Numerical methods and machine learning in metrology. Tutorial. Stepashkina A.S.

The technologies for processing experimental results using the Python programming language and machine learning methods for forecast analytics in metrology are presented, specific examples of the introduction of basic algorithms and methods in both the Python language and using the analytical platform Knime.

For students studying in the technical areas of training and specialties starting to study the courses "Metrology", "Machine Learning and Big Data" and "Fundamentals of Artificial Intelligence in Professional Activities".