Deep Learning

description coming soon

Linear Classifiers and Gradient Descent

Supervised Learning and Parametric Models

Components of a Parametric Learning Algorithm

Performance Measure For A Classifier

Linear Algebra View: Vector and Matrix Sizes

How is Deep Learning Different? Hierarchical Compositionality

How is Deep Learning Different? End-to-End Learning

Gradient Descent

How is Deep Learning Different? Distributed Representations

Deep Learning Book: Linear Algebra

Deep Learning Book: Probability and Information Theory

Deep Learning Book: Machine Learning Basics

Deep Learning

The Bandwagon