First things first. Technically, I should have written about this before Gradient Descent as Least Squares was the original technique used to find the optimal equation of a linear model … Continue reading Least Squares Regression and the Sum of Squared Residuals
Tag: Linear Regression
Artificial Neural Networks
Now here is where things are starting to get amped up. Artificial Neural Networks are the most basic of Neural Network models, implementing layers of artificial neurons (read about them … Continue reading Artificial Neural Networks
Linear Classification Theory
Linear Classification formed the basis for Deep Learning as we know it today. The applications of this simple model laid the foundation for Artificial Neurons from which Neural Networks are … Continue reading Linear Classification Theory
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