Learning (Books Tutorials)

Books

• https://mlstory.org/
• https://www.deeplearningbook.org/
• Patterns, Predictions, and Actions: A story about machine learning
• Labml.ai: collection of simple PyTorch implementations of neural networks and related algorithms
• Learning Theory from First Principles

Inspiring Material

• How Are Award-winning Systems Research Artifacts Prepared
• Communicating with Interactive Articles
• How to maximize the impact of your research
• Andrew Huberman: Neuroscience
• Commoditize the Complement of Your Research

Pytorch

• Tutorials on Pytorch Official Site
• Pytorch Tutorial on Kaggle
• Pytorch Tutorial of Developing Deep Learning Models
• Pytorch Lightening
• Training a classification model on MNIST with PyTorch