Machine Learning from Scratch: Part 2

In this article, we will implement a Non-Parametric Learning Algorithm called the Locally Weighted Linear Regression . First, we will look at the difference between the parametric and non-parametric  learning algorithms, followed by understanding the weighting Function , predict function , and finally plotting  the predictions using Python NumPy and Matplotlib.

Machine Learning from scratch series —

• Part **1: **Linear Regression from scratch in Python
• Part **2: **Locally Weighted Linear Regression in Python
• Part **3: **Normal Equation Using Python: The Closed-Form Solution for Linear Regression
• Part **4: **Polynomial Regression From Scratch in Python
• Part 5: Logistic Regression From Scratch in Python

#artificial-intelligence #python #data-science #machine-learning