Ritwick RoyinTowards Data ScienceNeural Networks: Forward pass and BackpropagationStep-by-step explanation and example using PyTorch13 min read·Jun 14, 2022--4--4
Ritwick RoyinTowards Data ScienceRegularization in Machine LearningHow does regularization work and how can it be used to prevent overfitting?17 min read·Feb 15, 2022--4--4
Ritwick RoyinTowards Data ScienceThe Naive Bayes classifierThe Naive Bayes algorithm is explained through simple examples.11 min read·Dec 29, 2021--4--4