In this video, we will implement Multiple Linear Regression in Python from Scratch on a Real World House Price dataset. We will not use built-in model, but we will make our own model.

Discover how linear regression works, from simple to multiple linear regression, with step-by-step examples, graphs and real-world applications.

I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.

Learn the difference between linear regression and multiple regression and how investors can use these types of statistical analysis.

Overview The right Python libraries can dramatically improve speed, efficiency, and maintainability in 2025 ...

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