introml

Online class

Unit 7. Non-Linear Optimization

Slides: [pdf] [Powerpoint]

• Introduction and Motivation: [YouTube] [DB Video] (6 minutes)
• Gradients: [YouTube] [DB Video] (25 minutes)
  • In-class exercise in the gradient demo
• Gradient descent: [YouTube] [DB Video] (29 minutes)
  • In-class exercise in the notebook