In this lesson, we aim to implement the linear algebra concepts using Python. These Python implementations will include vectors, matrices, and some of their respective operations. Additionally, we will again look at problems like solving systems of linear equations using linear algebra.
To perform these linear algebra tasks in Python, we will work with NumPy, a popular numerical computing library. In addition to various built-in linear algebra capabilities, NumPy also works very well with other popular Python libraries used for data science applications such as pandas, SciPy (NumPy’s parent library), and Matplotlib.