Tóm tắt nội dung

Contents: introduction to python programming: python basics, variables and basic data structures, functions, branching statements, iteration, recursion, object-oriented programming, complexity, representation of numbers, erros, good programming practices and debugging, reading and writing data, visualization and plotting, parallelize your python; introduction to numerical methods: linear algebra and systems of linear equations, eigenvalues and eigenvectors, least squares regression, interpolation, taylor series, root finding, numerical differentiation, numerical integration, ordinary differential equation (ODEs) intial-value problems, boundary-value problems for ordinary differential equations (ODEs), fourier transform.