Avinash DubeyinThe StartupThe Most Ignored “Regression” — 0 Independent VariablesA tutorial on linear regression typically starts with some dependent variable “y” and one independent variable “x”. This is usually…Jul 4, 2020Jul 4, 2020
Avinash DubeyinTowards Data ScienceHow neural networks paint mountains and valleys — 3D hikeIf you are like me, you would have come across hundreds of visualizations of neural network outputs and felt like something does not add…Jun 20, 20204Jun 20, 20204
Avinash DubeyinTowards Data ScienceWhy a neural network without non-linearity is just a glorified line — 3D visualizationIn the first part of this series, we created the visualization of a simple one-neuron neural network to tell apples from oranges. If you…Sep 25, 2019Sep 25, 2019
Avinash DubeyinTowards Data ScienceHow a neuron in a 2D artificial neural network bends space in 3D — visualizationThis is for the ones who want to get a visual understanding of in the inner workings of neurons in ANN. You just need a little bit of…Sep 23, 20191Sep 23, 20191