Stochastic Gradient Descent

Sections

• Stochastic Gradient Descent Tutorial 1
• Stochastic Gradient Descent Tutorial 2
• Functions and Utilities
• Implementation of the Algorithm
• Regression Example: Fitting a Quadratic Function to a 2D Data Set
• Binary Classification: Logistic Regression Example
• Conclusions
• References
• Stochastic Gradient Descent Tutorial 3