Ani Karenovna KNeural Networks From Scratch SeriesThe Mathematics Behind of Neural NetworksJun 16, 2020Jun 16, 2020
Ani Karenovna KinLevel Up CodingHow Neural Networks LearnTHE FEEFFORWARD BACKPROPAGATION ALGORITHM DERIVED FROM SCRATCHJun 16, 2020Jun 16, 2020
Ani Karenovna KinLevel Up CodingTraining a Single PerceptronAnd Its Learning Rules Derived from ScratchJun 9, 20192Jun 9, 20192
Ani Karenovna KThe Perceptron — The Building Block of Neural NetworksAnd How It Can Compute A Logical StatementMay 14, 20192May 14, 20192
Ani Karenovna KPart II. Evaluating a Predictive Model: Cross Validation and Bias and Variance TradeoffIn my previous post, I laid out a conceptual framework for building and evaluating a simple predictive model. I discussed the need for…Apr 14, 20191Apr 14, 20191
Ani Karenovna KBuild and Evaluate a Predictive Model with scikit-learn: A Walkthrough for BeginnersFor those new to data science, phrases like predictive modeling and model evaluation may seem daunting. Of course depending on the model…Mar 28, 20191Mar 28, 20191