machine learning

The Validation Curve

The Validation Curve

Tells you where to get off

424 words/2 min read
Sometimes, you need to know when to stop training your model; this curve helps you decide. Let us see the validation curve applied to an Adaboost classifier use case.

Perceptron From Scratch

Power of a neuron

2115 words/10 min read

Neural Networks are very fascinating, but they are very complicated to understand. To simplify our understanding, we start with the simplest unit of the neural network – the perceptron. We want to understand what role the perceptron plays and its functioning as a simple logical unit. This should hopefully improve our understanding of a neural network.