epicshark70492

このコースでは、PythonのSciPyライブラリを活用してさまざまな行列計算に関する問題を解く方法を学びます。

Pythonを活用した線形代数学 - NumPyとSciPyの活用

In this course, you will learn how to solve various matrix calculation related problems using Python's SciPy library. Even if you do not know Python or have only a little prior knowledge, you will be able to solve the given problems.

입문

초급

중급이상

Linear Algebra

Procession

Linear Algebra with Python - Using NumPy and SciPy

Course Introduction

Pre-installation

Basic Class

Solution to matrix equation

Eigenvalues and Eigenvectors

Matrix factorization and solution of matrix equations using matrix factorization

Singular Value Decomposition and Least Squares Method

Application