Tag: deep-learning
All the articles with the tag "deep-learning".
Classification and Softmax Regression
A simple, visual guide to Classification, One-Hot Encoding, the Softmax Function, Cross-Entropy Loss, and its clean gradient derivation.
Generalization and Model Selection
A simple guide to generalization, model complexity, the 3-way data split, and K-Fold cross-validation in Machine Learning.