The Engineering Hub

The Engineering Hub

Series

Machine Learning

Linear Regression
1. What is Linear Regression? Linear Regression is one of the simplest and most fundamental algorithms in machine learning and statistics. It models the relationship between: Input features (x) A continuous output (y) by fitting a linear equation...
Dec 12, 20253 min read15
Understanding Cost Function
1. Why Do We Even Need a Cost Function? Machine learning is fundamentally an optimization problem. Assume a model with parameters Make predictions Measure how wrong those predictions are Adjust parameters to reduce that wrongness That measureme...
Dec 17, 20254 min read12

Machine Learning