This Python script demonstrates how to fit a linear function to age vs. salary data using Gradient Descent. It's a simple yet powerful example of applying linear regression to analyze and model the ...

These pages provide a showcase of how to use Python to do computations from linear algebra. We will demonstrate both the NumPy (SciPy) and SymPy packages. This is meant to be a companion guide to a ...

Implement the gradient descent algorithm from scratch. Perform univariate linear regression with Numpy and Python. Create data visualizations and plots using matplotlib. By the end of this course, I ...