Lecture 6: NN Optimization

Key Word(s): Optimization, sgd, gradient descent, Adam, RMSprop

Slides

• Lecture 6 PDF
• Lecture 6 PPTX

Associated Materials

Labs

• Lab3 Notebook

Advanced Sections

• Advanced Section 1 Slides PDF

• Advanced Section 1 Notes PDF

• Advanced Section 2 Optimal Transport notes slides PDF

• Advanced Section 2 Optimal Transport notes PDF
• Advanced Section 2 Intro to optimization Notes PDF