PinnedneuralthreadsI was not satisfied by any Deep Learning tutorials online.So, I created my own tutorials.4 min read·Nov 22, 2021----
neuralthreadsUCI White Wine Quality dataset, Accuracy & Confusion MatrixStep by step implementation in Python16 min read·Dec 26, 2021----
neuralthreadsMultiple Inputs & Multiple Outputs in a Neural NetworkStep by step implementation in Python9 min read·Dec 26, 2021----
neuralthreadsValidation Set — To validate our model and for early stopping to avoid OverfittingStep by step implementation in Python10 min read·Dec 25, 2021----
neuralthreadsBatch Training — Mean of gradients of a mini-batch used in OptimizersStep by step implementation in Python9 min read·Dec 25, 2021----
neuralthreadsLayer Normalization applied on a Neural NetworkStep by step implementation in Python7 min read·Dec 19, 2021----
neuralthreadsLayer Normalization, and how to compute its Jacobian for Backpropagation?Step by step implementation in Python5 min read·Dec 19, 2021----
neuralthreadsDropout — Regularization technique that clicked in Geoffrey Hinton’s mind at a bankStep by step implementation in Python10 min read·Dec 19, 2021----
neuralthreadsL1 & L2 regularization — Adding penalties to the loss functionStep by step implementation in Python8 min read·Dec 16, 2021----
neuralthreadsBackpropagation — Made super easy for you, Part 2Step by step implementation in Python11 min read·Dec 12, 2021--2--2