Lecture 9: Neural Networks 2

Key Word(s): Gradient Descent, Stochastic Gradient Descent, SGD, Backpropagation

Slides

• Lecture 09 : Gradient Descent (PDF)
• Lecture 09 : Stochastic Gradient Descent (PDF)
• Lecture 09 : Backpropagation (PDF)

Exercises

• Lecture 09: Exercise: Backpropagation by hand [Notebook]