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Dettaglio Insegnamento Context Academic Year 2021/2022 Name Dott. - MI (1385) Modelli e Metodi Matematici per l'Ingegneria / Mathematical Models and Methods in Engineering Programme Year 1 Course Details ID Code 053499 Course Title PYTHON FOR SCIENTIFIC COMPUTING Course Type MONODISCIPLINARE Credits (CFU / ECTS) 5.0 Course Description During the course the following topics will be covered: 1) Basics of Python: concept of modules, variables, types, compound types (strings, lists, tuples and dictionaries), conditional statements and loops. 2) Functions: definition, default arguments and keyword arguments, lambda functions. 3) Classes, modules and exceptions 4) Numpy: creating arrays (from list, using generating functions, from files), manipulating arrays (indexing, slicing). 5) Linear algebra in numpy. 6) Introduction to plotting using matplolib (2D and 3D). 7) Scipy: Linear algebra, sparse matrices, numerical integration, numerical solution of ODEs, FFT, interpolation and optimization. 8) Introduction to Pandas. 9) Elements of deep-learning using Python. Scientific-Disciplinary Sector (SSD) SSD Code SSD Description CFU MAT/08 NUMERICAL ANALYSIS 5.0 Details Alphabetical group Professor Course details From (included) To (excluded) A ZZZZ Miglio Edie

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23/05/2022