logo-polimi
Loading...
Degree programme
Show/Search Programme
Course Details
Print
Save Document

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
manifestidott v. 1.7.0 / 1.7.0
Area Servizi ICT
23/05/2022