Introduction to PyTorch

Deep learning from the framework up

This course teaches the core ideas of deep learning and then has you build your own deep neural networks with PyTorch. The library is open source and is used for applications such as natural language processing and computer vision, so the skills map onto those areas.

What you practice

• The basics of deep learning before writing larger models
• Constructing deep neural networks in PyTorch
• Applying the library to language and vision tasks

Who should take it

It suits learners who want a practical starting point in PyTorch rather than a theory-heavy survey. Expect the emphasis to fall on building networks that run.