Programming: How to Create a Machine Learning Model from Scratch in Python

In this comprehensive, step-by-step guide, you’ll learn how to create a machine learning model from scratch in Python, even if you’ve never coded before. We’ll start with the basics—understanding what machine learning is and how to work with data—then move through splitting the dataset, choosing a suitable algorithm (linear regression), training the model, evaluating its performance, and finally creating a user-friendly GUI. By the end, you will have a functional end-to-end ML project that predicts house prices based on size.