gradient-descent - ML Pills

Gradient Descent is an optimization algorithm for finding the local minimum of a function. It searches for the combination of parameters that minimizes the cost function. For the Gradient Descent to work, the cost function must be differentiable and convex. Visualization of Gradient Descent. Cost Function vs. Weight (W). Source: Read more…

By David Andrés, 3 yearsOctober 4, 2022 ago

Machine Learning

Linear Regression

Linear regression is a supervised Machine Learning algorithm used for regression, which is a technique employed to predict continuous outcomes, that consists of fitting a line. It is easily interpretable thanks to its simplicity. Below is a graphical representation of Linear Regression for a single independent variable: Example of a Read more…

By David Andrés, 3 yearsSeptember 26, 2022 ago