Posted: June 4, 2025 | Last updated: June 4, 2025 Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and code made simple.

Understanding the cost function (Mean Squared Error). Implementing Gradient Descent to minimize the cost function. Visualizing the linear regression line and convergence of the cost function over ...