PinnedI was not satisfied by any Deep Learning tutorials online.So, I created my own tutorials.Nov 22, 2021Nov 22, 2021
UCI White Wine Quality dataset, Accuracy & Confusion MatrixStep by step implementation in PythonDec 26, 2021Dec 26, 2021
Multiple Inputs & Multiple Outputs in a Neural NetworkStep by step implementation in PythonDec 26, 2021Dec 26, 2021
Validation Set — To validate our model and for early stopping to avoid OverfittingStep by step implementation in PythonDec 25, 2021Dec 25, 2021
Batch Training — Mean of gradients of a mini-batch used in OptimizersStep by step implementation in PythonDec 25, 2021Dec 25, 2021
Layer Normalization applied on a Neural NetworkStep by step implementation in PythonDec 19, 2021Dec 19, 2021
Layer Normalization, and how to compute its Jacobian for Backpropagation?Step by step implementation in PythonDec 19, 20211Dec 19, 20211
Dropout — Regularization technique that clicked in Geoffrey Hinton’s mind at a bankStep by step implementation in PythonDec 19, 2021Dec 19, 2021
L1 & L2 regularization — Adding penalties to the loss functionStep by step implementation in PythonDec 16, 2021Dec 16, 2021
Backpropagation — Made super easy for you, Part 2Step by step implementation in PythonDec 12, 20212Dec 12, 20212