Tag: Machine Learning

• Neural Networks

  

  Artificial Neural Networks (ANNs) are a subset of machine learning and form the base for deep learning. The name is inspired by the complex network of neurons that exist in the human brain. Neural networks are a set of algorithms that mimic the operations of a human brain to recognize relationships between vast amounts of…

  Jay Gala

  June 30, 2022

  Machine Learning

  deep-learning, Machine Learning, neural-networks

• Regularization: L1, L2, and Lambda

  

  Regularization is a method to tackle overfitting models. Ridge (L1) and Lasso (L2) are two popular types of regularization techniques.

  Jay Gala

  June 14, 2022

  Machine Learning

  l1, l2, lambda, Machine Learning, machine-learning, regularization