Machine learning

• Basics of machine learning

  • We will be using the PyTorch library with online notebooks

  • Neural networks

  • Gradient descent

  • Other topics depending on interest

• Basic Python knowledge is helpful

  • Needed to follow along, but you can understand the lectures without

Past classes

Class 1: Introduction to machine learning

Slides | Recording | Colab notebook

September 8, 18:00~19:00 in Math Study Area

We talked about the basics of machine learning, and demonstrated how to train a model to recognize handwritten digits.