Abstract: The branch of mathematics known as “linear algebra” deals with vectors, matrices, and linear transformations. It is useful in a variety of disciplines, including computer science, physics, ...

Pure Python: We will use nested lists to represent and operate with vectors and matrices. NumPy: You will learn to work with arrays, which facilitates many operations and optimizes performance. By the ...

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

One of the long-standing bottlenecks for researchers and data scientists is the inherent limitation of the tools they use for numerical computation. NumPy, the go-to library for numerical operations ...

The R Project for Statistical Computing provides an environment for using and developing statistical methods. Most of the array manipulation and linear algebra routines are implemented using LAPACK, ...