English中文
将人工智能用起来
2019年6月18-21日
北京,中国

Deep learning with PyTorch (Day 2)

此演讲使用中文 (This will be presented in Chinese)

09:0017:00 Wednesday, June 19, 2019
Location: 多功能厅6A+B (Function Room 6A+B)

必要预备知识 (Prerequisite Knowledge)

  • A working knowledge of Python, matrices and linear algebra, modeling and machine learning, and the basics of neural networks

您将学到什么 (What you'll learn)

  • Learn PyTorch's tensors, automatic differentiation package, and different deep learning model architectures
  • Understand how to build and train deep neural networks in PyTorch

描述 (Description)

Outline

Day 1

  • PyTorch tensors
  • Automatic differentiation package
  • Neural networks
  • Multilayer perceptrons

Day 2

  • Network architectures
  • Convolutional neural network
  • Autoencoders